------------------------------------------------------------------------------------------------------------------------------------------
      name:  <unnamed>
       log:  E:\REStat_MS14767_Vol96(2)\Data preparation Compustat segment\10_patentvars.log
  log type:  text
 opened on:  19 Dec 2014, 19:11:42

. *-----------------------------------------------------------------
. 
. *****************************************************************
. *** compustat_master_all_countries.dta to                                   *
. *** clean_compustat_master.dta                                      *
. *** This file creates the variable S by taking patent infos and *
. *** r&d-expenditure together.                                               *
. *** 2,500,000 entries remain in the patent data.                    *
. *****************************************************************
. 
. **********************
. *In this part, patent data and compustat data are brought together.
. ***********************
. 
. use "raw data\apat63_99.dta", clear

. so assignee

. drop if gyear<1969
(349072 observations deleted)

. 
. joinby assignee using "patent files\cusipnamemerged_red.dta",unmatched(both) 

. 
. tab _merge 

                       _merge |      Freq.     Percent        Cum.
------------------------------+-----------------------------------
          only in master data |  1,960,613       75.37       75.37
both in master and using data |    640,872       24.63      100.00
------------------------------+-----------------------------------
                        Total |  2,601,485      100.00

. 
. **********************************************************
. *
. *                       _merge |      Freq.     Percent        Cum.
. *------------------------------+-----------------------------------
. *          only in master data |  1,960,613       75.37       75.37
. *both in master and using data |    640,872       24.63      100.00
. *------------------------------+-----------------------------------
. *                        Total |  2,601,485      100.00
. *************************************************************
. 
. keep if _merge==3
(1960613 observations deleted)

. drop _merge

. 
. *************************
. * Check observations
. count if assignee!=assignee[_n-1]
 3396

. * must give number around 3590
. ***************************
. 
. *********************************
. * Here some vars are generated
. * If some further patent informationshall be kept, 
. * the egen-line can easily be copied for each variable.
. ***************************
. 
. rename gyear year

. so ticker year

. drop if ticker==""
(0 observations deleted)

. gen t=1

. label var t "counting variable"

. egen numpatentsy=sum(t), by(ticker year) 

. label var numpatentsy "number of patents in a certain year"

. egen claimsy=sum(claims), by(ticker year) 

. label var claimsy "sum of claims in a certain year"

. gen avclaims=claimsy/numpatentsy

. label var avclaims "claimsy divided by numpatentsy"

. drop t

. 
. /*
> 
> ********************************************************
> * we generate the patent stock, lagged vars
> ********************************************************
> 
> by ticker: gen yearweight=year[_n+1]-year if year!=year[_n+1]
> gen xxx=numpatentsy
> replace xxx=0 if xxx==.
> so ticker year
> by ticker: gen patents=xxx+xxx[_n-1]*(1-0.15)^yearweight if year!=year[_n-1]
> label var patents "patentstock, depreciated"
> drop xxx
> replace patents=patents[_n-1] if year==year & ticker==ticker[_n-1] & patents==.
> replace patents=0 if patents==.
> so ticker year
> by ticker: gen patents_t_1=patents[_n-1]
> label var patents_t_1 "lagged patentstock, lag 1"
> by ticker: gen patents_t_2=patents[_n-2]
> label var patents_t_1 "lagged patentstock, lag 2"
> by ticker: gen patents_t_3=patents[_n-3]
> label var patents_t_1 "lagged patentstock, lag 3"
> by ticker: gen patents_t_4=patents[_n-4]
> label var patents_t_1 "lagged patentstock, lag 4"
> 
> */
. 
. *********************************************************
. * creating a panel
. *********************************************************
. 
. save "patent files\apat69_99_cusip.dta", replace
file patent files\apat69_99_cusip.dta saved

. drop if year>1998
(30986 observations deleted)

. save "patent files\apat69_98_cusip.dta", replace
file patent files\apat69_98_cusip.dta saved

. drop if year>1997
(30667 observations deleted)

. save "patent files\apat69_97_cusip.dta", replace
file patent files\apat69_97_cusip.dta saved

. drop if year>1996
(23946 observations deleted)

. save "patent files\apat69_96_cusip.dta", replace
file patent files\apat69_96_cusip.dta saved

. drop if year>1995
(25001 observations deleted)

. save "patent files\apat69_95_cusip.dta", replace
file patent files\apat69_95_cusip.dta saved

. drop if year>1994
(23253 observations deleted)

. save "patent files\apat69_94_cusip.dta", replace
file patent files\apat69_94_cusip.dta saved

. drop if year>1993
(23874 observations deleted)

. save "patent files\apat69_93_cusip.dta", replace
file patent files\apat69_93_cusip.dta saved

. drop if year>1992
(23191 observations deleted)

. save "patent files\apat69_92_cusip.dta", replace
file patent files\apat69_92_cusip.dta saved

. drop if year>1991
(22744 observations deleted)

. save "patent files\apat69_91_cusip.dta", replace
file patent files\apat69_91_cusip.dta saved

. drop if year>1990
(22048 observations deleted)

. save "patent files\apat69_90_cusip.dta", replace
file patent files\apat69_90_cusip.dta saved

. drop if year>1989
(20653 observations deleted)

. save "patent files\apat69_89_cusip.dta", replace
file patent files\apat69_89_cusip.dta saved

. drop if year>1988
(22199 observations deleted)

. save "patent files\apat69_88_cusip.dta", replace
file patent files\apat69_88_cusip.dta saved

. drop if year>1987
(18447 observations deleted)

. save "patent files\apat69_87_cusip.dta", replace
file patent files\apat69_87_cusip.dta saved

. drop if year>1986
(19785 observations deleted)

. save "patent files\apat69_86_cusip.dta", replace
file patent files\apat69_86_cusip.dta saved

. 
. forvalues z=86/99 {
  2. use "patent files\apat69_`z'_cusip.dta", clear
  3. egen t=group(cusip)
  4. egen T=max(t)
  5. replace T=T+1
  6. drop t
  7. 
. order cusip
  8. so cusip
  9. 
. gen k=0
 10. replace k=1  if subcat==11       
 11. replace k=2  if subcat==12       
 12. replace k=3  if subcat==13       
 13. replace k=4  if subcat==14       
 14. replace k=5  if subcat==15       
 15. replace k=6  if subcat==19       
 16. replace k=7  if subcat==21       
 17. replace k=8  if subcat==22       
 18. replace k=9  if subcat==23       
 19. replace k=10 if subcat==24       
 20. replace k=11 if subcat==31       
 21. replace k=12 if subcat==32       
 22. replace k=13 if subcat==33       
 23. replace k=14 if subcat==39       
 24. replace k=15 if subcat==41       
 25. replace k=16 if subcat==42       
 26. replace k=17 if subcat==43       
 27. replace k=18 if subcat==44       
 28. replace k=19 if subcat==45       
 29. replace k=20 if subcat==46       
 30. replace k=21 if subcat==49       
 31. replace k=22 if subcat==51       
 32. replace k=23 if subcat==52       
 33. replace k=24 if subcat==53       
 34. replace k=25 if subcat==54       
 35. replace k=26 if subcat==55       
 36. replace k=27 if subcat==59       
 37. replace k=28 if subcat==61       
 38. replace k=29 if subcat==62       
 39. replace k=30 if subcat==63       
 40. replace k=31 if subcat==64       
 41. replace k=32 if subcat==65       
 42. replace k=33 if subcat==66       
 43. replace k=34 if subcat==67       
 44. replace k=35 if subcat==68       
 45. replace k=36 if subcat==69 
 46. 
. gen t=1
 47. egen ct=sum(t), by(cusip k) /*sum of patents in that catagory*/
 48. drop t year appyear nclass cat subcat patent
 49. so cusip k
 50. drop if cusip==cusip[_n+1] & k==k[_n+1]
 51. 
. gen kk1 =ct
 52. gen kk2 =ct
 53. gen kk3 =ct
 54. gen kk4 =ct
 55. gen kk5 =ct
 56. gen kk6 =ct
 57. gen kk7 =ct
 58. gen kk8 =ct
 59. gen kk9 =ct
 60. gen kk10=ct
 61. gen kk11=ct
 62. gen kk12=ct
 63. gen kk13=ct
 64. gen kk14=ct
 65. gen kk15=ct
 66. gen kk16=ct
 67. gen kk17=ct
 68. gen kk18=ct
 69. gen kk19=ct
 70. gen kk20=ct
 71. gen kk21=ct
 72. gen kk22=ct
 73. gen kk23=ct
 74. gen kk24=ct
 75. gen kk25=ct
 76. gen kk26=ct
 77. gen kk27=ct
 78. gen kk28=ct
 79. gen kk29=ct
 80. gen kk30=ct
 81. gen kk31=ct
 82. gen kk32=ct
 83. gen kk33=ct
 84. gen kk34=ct
 85. gen kk35=ct
 86. gen kk36=ct
 87. 
. drop if cusip=="."
 88. 
. egen id=group(cusip k)
 89. 
. ************************
. * Dataset is reshaped here
. ************************
. 
. reshape long kk, i(id) j(j)
 90. drop id
 91. 
. replace kk=0 if j~=k
 92. 
. so cusip j kk
 93. drop if cusip==cusip[_n+1] & j==j[_n+1]                       
 94. drop k ct
 95. 
. ****************************
. * Dataset is reshaped again
. *************************
. 
. egen id=group(cusip j)
 96. reshape wide kk, i(id) j(j)
 97. drop id
 98. 
. forvalues i=1/36 {
 99. egen k`i'=max(kk`i'), by(cusip)
100. drop kk`i'
101. }
102. 
. count if cusip==cusip[_n-1]
103. drop if cusip==cusip[_n-1]
104. 
. ************************************
. * Here starts the variable building
. ********************************
. 
. set matsize 5000
105. 
. ******************************
. * The patent distribution information for all firms is stored in one matrix M, where each
. * row of the matrix gives the patent distribution of one firm. The dimensions of the matrix
. * will N*36, where N is the number of firms in the dataset
. *****************************
. 
. mkmat k1 k2 k3 k4 k5 k6 k7 k8 k9 k10 k11 k12 k13 k14 k15 k16 k17 k18 k19 k20 k21 k22 k23 k24 k25 k26 k27 k28 k29 k30 k31 k32 k33 k34 k35
>  k36, matrix(M)
106. 
. ******************************
. * The matrix MS is calculated is the product of M with its transpose. The resulting matrix
. * will be a square matrix of dimension N*N. Each element of the matrix will be euqal to 
. * the inner product of a pair of firms' patent-distribution-vectors, where the diagonal
. * elements are the inner product of one firm's patent distribution with itself, and they
. * are thus sums of squares. The latter elements are stored in the row vector d.
. *****************************
. 
. matrix MS=M*M'
107. matrix d=vecdiag(MS)
108. 
. *****************************
. * The outer product of the vector of sums of squares (d) is stored as the N*N matrix D.
. * Each element of the matrix will thus be equal to the product of two sums of squares.
. *******************************
. 
. matrix D=d'*d
109. 
. egen id=group(cusip)
110. 
. ****************************
. * The colums of the matrices MS and D are stored as variables, so that functions can
. * be applied to the single elements of the matrices.
. ************************
. 
. svmat D
111. svmat MS
112. 
. **************************
. * The following loop first takes the square root of each observation in each D-variable
. * (i.e. of each element in matrix D). Now all elemnts of MS and D that have the same
. * position (row i, column j) constitute, respectively, the numerator and the denominator
. * for an uncentered correlation coeffecient between the patent distributions of firms
. * i and j. Thus, a fraction of each of these pairs is calculated and stored in MS
. * which now constitutes a correlation matrix for ALL firms, only that the diagonal 
. * elements (which are 1) are set to zero, as, later on, a firms own r&d expenditures
. * are not supposed to enter its potential spillover pool.
. ************************************
. 
. local i=1
113. while `i'<T {
114. replace D`i'=sqrt(D`i')
115. replace MS`i'=MS`i'/D`i'
116. drop D`i'
117. replace MS`i'=0 if id==`i'
118. local i=`i'+1
119. }
120. 
. 
. ************************************
. * In the following loop, for each row of the technological correlation matrix MS
. * (which refers to one firm), all elements are set to zero which measure the technology
. * correletion between the firm and another firm that does NOT belong to the same
. * SIC4 industry. This procedure could be applied to any groups of firms, i.e. 
. * firms belonging to the same SIC2/SIC3 industry, or the group of insiders and 
. * outsiders of one rjv as we defined them.
. **************************************
. 
. *Changes for the segment data file:
. *Since each firm can be in several Industries the following code had to be changed.
.   
. * First the SIC-information is added. The amount of Industries and the INdustries itself can change 
. * over time fpr each firm.
. * Thus the year specific SIC-Information has to be added. 
. 
. 
. 
. merge 1:m ticker using "compustat+segment.dta", keepusing(year SIC) keep(match)
121. keep if year == 1986 
122. 
. drop year _merge
123. 
. 
. 
. sort cusip SIC
124. 
. egen s = seq(), by(id)
125. egen S = max(s), by(id)
126. 
. egen id_sic=group(SIC)
127. local i=1
128. while `i'<T {
129.         gen ns = S if id ==`i'
130.         egen NS = max(ns)
131.         replace NS = NS+1       
132.     qui: sum NS
133.         local check = r(N)
134.         if `check' !=0{ 
135.                 gen match = 0
136.                 local s = 1
137.                 while `s'<NS{   
138.                         gen n=id_sic if id==`i' & s == `s'
139.                         egen nn=max(n)
140.                         replace match = 1 if id_sic==nn
141.                         drop n nn 
142.                         local s=`s'+1
143.                 }
144.                 egen m = max(match), by(id)
145.                 replace MS`i'=0 if m ==0
146.                 drop NS ns      match m
147.                 local i=`i'+1   
148.         }
149.         
.         else{
150.         drop NS ns MS`i'
151.         local i=`i'+1
152.         }
153. }
154. keep if s == 1
155.         
. drop s S SIC id_sic
156. save "patent files\proximity86_`z'.dta", replace
157. }
(334078 real changes made)
(3491 real changes made)
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(322146 observations deleted)
(0 observations deleted)
(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               wide   ->   long
-----------------------------------------------------------------------------
Number of obs.                    11932   ->  429552
Number of variables                  62   ->      28
j variable (36 values)                    ->   j
xij variables:
                       kk1 kk2 ... kk36   ->   kk
-----------------------------------------------------------------------------
(417620 real changes made)
(380952 observations deleted)
(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               long   ->   wide
-----------------------------------------------------------------------------
Number of obs.                    48600   ->   48600
Number of variables                  26   ->      60
j variable (36 values)                j   ->   (dropped)
xij variables:
                                     kk   ->   kk1 kk2 ... kk36
-----------------------------------------------------------------------------
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    Result                           # of obs.
    -----------------------------------------
    not matched                             0
    matched                            26,414  (_merge==3)
    -----------------------------------------
(23853 observations deleted)
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file patent files\proximity86_86.dta saved
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(341470 observations deleted)
(0 observations deleted)
(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               wide   ->   long
-----------------------------------------------------------------------------
Number of obs.                    12393   ->  446148
Number of variables                  62   ->      28
j variable (36 values)                    ->   j
xij variables:
                       kk1 kk2 ... kk36   ->   kk
-----------------------------------------------------------------------------
(433755 real changes made)
(395820 observations deleted)
(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               long   ->   wide
-----------------------------------------------------------------------------
Number of obs.                    50328   ->   50328
Number of variables                  26   ->      60
j variable (36 values)                j   ->   (dropped)
xij variables:
                                     kk   ->   kk1 kk2 ... kk36
-----------------------------------------------------------------------------
48930
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(1398 real changes made)
(808 real changes made)
(1 real change made)
(1398 real changes made)
(1206 real changes made)
(1 real change made)
(1254 real changes made)
(217 real changes made)
(1 real change made)
(1398 real changes made)
(704 real changes made)
(1 real change made)
(1398 real changes made)
(1368 real changes made)
(1 real change made)
(1398 real changes made)
(1372 real changes made)
(1 real change made)
(1398 real changes made)
(1046 real changes made)
(1 real change made)
(1398 real changes made)
(1360 real changes made)
(1 real change made)
(1398 real changes made)
(933 real changes made)
(1 real change made)
(1398 real changes made)
(702 real changes made)
(1 real change made)
(1398 real changes made)
(953 real changes made)
(1 real change made)
(1398 real changes made)
(999 real changes made)
(1 real change made)
(1398 real changes made)
(1242 real changes made)
(1 real change made)
(1254 real changes made)
(776 real changes made)
(1 real change made)
(1398 real changes made)
(771 real changes made)
(1 real change made)
(1398 real changes made)
(1185 real changes made)
(1 real change made)
(1398 real changes made)
(1167 real changes made)
(1 real change made)
(1398 real changes made)
(1195 real changes made)
(1 real change made)
(1398 real changes made)
(715 real changes made)
(1 real change made)
(1398 real changes made)
(586 real changes made)
(1 real change made)
(1398 real changes made)
(1067 real changes made)
(1 real change made)
(1398 real changes made)
(1058 real changes made)
(1 real change made)
(1398 real changes made)
(365 real changes made)
(1 real change made)
(1398 real changes made)
(227 real changes made)
(1 real change made)
(1398 real changes made)
(1362 real changes made)
(1 real change made)
(1398 real changes made)
(1138 real changes made)
(1 real change made)
(1398 real changes made)
(1337 real changes made)
(1 real change made)
(1398 real changes made)
(147 real changes made)
(1 real change made)
(1398 real changes made)
(1206 real changes made)
(1 real change made)
(1398 real changes made)
(1034 real changes made)
(1 real change made)
(1398 real changes made)
(1076 real changes made)
(1 real change made)
(1398 real changes made)
(1045 real changes made)
(1 real change made)
(1398 real changes made)
(1176 real changes made)
(1 real change made)
(1398 real changes made)
(776 real changes made)
(1 real change made)
(1398 real changes made)
(1210 real changes made)
(1 real change made)
(1398 real changes made)
(1285 real changes made)
(1 real change made)

    Result                           # of obs.
    -----------------------------------------
    not matched                             0
    matched                            27,052  (_merge==3)
    -----------------------------------------
(24440 observations deleted)
(2609 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(12 real changes made)
(2611 missing values generated)
(6 real changes made)
(2611 missing values generated)
(3 real changes made)
(2022 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(22 real changes made)
(1935 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(6 real changes made)
(2449 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(2 real changes made)
(1429 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(2 real changes made)
(957 real changes made)
(2612 missing values generated)
(2612 missing values generated)
(0 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(5 real changes made)
(2583 real changes made)
(2607 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(1 real change made)
(2611 missing values generated)
(23 real changes made)
(2611 missing values generated)
(46 real changes made)
(2611 missing values generated)
(5 real changes made)
(2611 missing values generated)
(48 real changes made)
(1903 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(4 real changes made)
(1999 real changes made)
(2610 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(2 real changes made)
(2611 missing values generated)
(43 real changes made)
(2417 real changes made)
(2612 missing values generated)
(2612 missing values generated)
(0 real changes made)
(2610 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(4 real changes made)
(2611 missing values generated)
(23 real changes made)
(2033 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(3 real changes made)
(1477 real changes made)
(2609 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(5 real changes made)
(2611 missing values generated)
(5 real changes made)
(2611 missing values generated)
(7 real changes made)
(2414 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(3 real changes made)
(1055 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(32 real changes made)
(1379 real changes made)
(2610 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(4 real changes made)
(2611 missing values generated)
(20 real changes made)
(1823 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(1 real change made)
(1774 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(24 real changes made)
(1104 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(6 real changes made)
(697 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(3 real changes made)
(1923 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(24 real changes made)
(536 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(38 real changes made)
(2248 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(10 real changes made)
(1301 real changes made)
(2608 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(5 real changes made)
(2611 missing values generated)
(16 real changes made)
(2611 missing values generated)
(32 real changes made)
(2611 missing values generated)
(14 real changes made)
(2375 real changes made)
(2606 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(4 real changes made)
(2611 missing values generated)
(3 real changes made)
(2611 missing values generated)
(43 real changes made)
(2611 missing values generated)
(13 real changes made)
(2611 missing values generated)
(17 real changes made)
(2611 missing values generated)
(2 real changes made)
(2265 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(4 real changes made)
(1311 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(9 real changes made)
(2447 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(5 real changes made)
(2315 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(2 real changes made)
(2468 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(10 real changes made)
(550 real changes made)
(2612 missing values generated)
(2612 missing values generated)
(0 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(4 real changes made)
(1708 real changes made)
(2612 missing values generated)
(2612 missing values generated)
(0 real changes made)
(2608 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(4 real changes made)
(2611 missing values generated)
(10 real changes made)
(2611 missing values generated)
(5 real changes made)
(2611 missing values generated)
(5 real changes made)
(2210 real changes made)
(2610 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(5 real changes made)
(2611 missing values generated)
(1 real change made)
(1704 real changes made)
(2609 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(6 real changes made)
(2611 missing values generated)
(16 real changes made)
(2611 missing values generated)
(13 real changes made)
(2458 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(38 real changes made)
(412 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(10 real changes made)
(1041 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(43 real changes made)
(2201 real changes made)
(2607 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(5 real changes made)
(2611 missing values generated)
(1 real change made)
(2611 missing values generated)
(6 real changes made)
(2611 missing values generated)
(47 real changes made)
(2611 missing values generated)
(5 real changes made)
(2207 real changes made)
(2610 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(47 real changes made)
(2611 missing values generated)
(2 real changes made)
(1377 real changes made)
(2610 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(6 real changes made)
(2611 missing values generated)
(48 real changes made)
(1714 real changes made)
(2609 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(14 real changes made)
(2611 missing values generated)
(17 real changes made)
(2611 missing values generated)
(5 real changes made)
(2281 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(19 real changes made)
(2085 real changes made)
(2610 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(6 real changes made)
(2611 missing values generated)
(46 real changes made)
(2104 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(2 real changes made)
(2466 real changes made)
(2608 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(4 real changes made)
(2611 missing values generated)
(1 real change made)
(2611 missing values generated)
(18 real changes made)
(2611 missing values generated)
(17 real changes made)
(2478 real changes made)
(2608 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(1 real change made)
(2611 missing values generated)
(1 real change made)
(2611 missing values generated)
(2 real changes made)
(2611 missing values generated)
(6 real changes made)
(2218 real changes made)
(2609 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(1 real change made)
(2611 missing values generated)
(2 real changes made)
(2611 missing values generated)
(8 real changes made)
(2247 real changes made)
(2609 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(3 real changes made)
(2611 missing values generated)
(6 real changes made)
(2611 missing values generated)
(7 real changes made)
(2256 real changes made)
(2610 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(6 real changes made)
(2611 missing values generated)
(7 real changes made)
(1574 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(1 real change made)
(2259 real changes made)
(2609 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(5 real changes made)
(2611 missing values generated)
(4 real changes made)
(2611 missing values generated)
(4 real changes made)
(1336 real changes made)
(2609 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(2 real changes made)
(2611 missing values generated)
(3 real changes made)
(2611 missing values generated)
(1 real change made)
(1807 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(13 real changes made)
(2348 real changes made)
(2610 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(12 real changes made)
(2611 missing values generated)
(5 real changes made)
(2120 real changes made)
(2610 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(6 real changes made)
(2611 missing values generated)
(16 real changes made)
(2349 real changes made)
(2612 missing values generated)
(2612 missing values generated)
(0 real changes made)
(2607 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(13 real changes made)
(2611 missing values generated)
(4 real changes made)
(2611 missing values generated)
(1 real change made)
(2611 missing values generated)
(3 real changes made)
(2611 missing values generated)
(14 real changes made)
(2307 real changes made)
(2608 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(1 real change made)
(2611 missing values generated)
(12 real changes made)
(2611 missing values generated)
(13 real changes made)
(2611 missing values generated)
(21 real changes made)
(2439 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(16 real changes made)
(1604 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(9 real changes made)
(2547 real changes made)
(2612 missing values generated)
(2612 missing values generated)
(0 real changes made)
(2608 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(1 real change made)
(2611 missing values generated)
(47 real changes made)
(2611 missing values generated)
(3 real changes made)
(2611 missing values generated)
(30 real changes made)
(2340 real changes made)
(2609 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(20 real changes made)
(2611 missing values generated)
(1 real change made)
(2611 missing values generated)
(13 real changes made)
(1725 real changes made)
(2612 missing values generated)
(2612 missing values generated)
(0 real changes made)
(2612 missing values generated)
(2612 missing values generated)
(0 real changes made)
(2612 missing values generated)
(2612 missing values generated)
(0 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(6 real changes made)
(1042 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(38 real changes made)
(2078 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(16 real changes made)
(1922 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(38 real changes made)
(1478 real changes made)
(2609 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(6 real changes made)
(2611 missing values generated)
(14 real changes made)
(2611 missing values generated)
(1 real change made)
(2360 real changes made)
(2609 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(1 real change made)
(2611 missing values generated)
(2 real changes made)
(2611 missing values generated)
(46 real changes made)
(1930 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(22 real changes made)
(1836 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(7 real changes made)
(705 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(27 real changes made)
(2161 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(14 real changes made)
(1669 real changes made)
(2609 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(1 real change made)
(2611 missing values generated)
(3 real changes made)
(2611 missing values generated)
(2 real changes made)
(2047 real changes made)
(2609 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(2 real changes made)
(2611 missing values generated)
(1 real change made)
(2611 missing values generated)
(2 real changes made)
(2114 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(19 real changes made)
(2142 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(19 real changes made)
(940 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(17 real changes made)
(1503 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(26 real changes made)
(2113 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(1 real change made)
(1650 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(9 real changes made)
(366 real changes made)
(2610 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(6 real changes made)
(2611 missing values generated)
(2 real changes made)
(2104 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(16 real changes made)
(1543 real changes made)
(2608 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(6 real changes made)
(2611 missing values generated)
(5 real changes made)
(2611 missing values generated)
(1 real change made)
(2611 missing values generated)
(1 real change made)
(1476 real changes made)
(2610 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(6 real changes made)
(2611 missing values generated)
(48 real changes made)
(1816 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(12 real changes made)
(2286 real changes made)
(2609 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(20 real changes made)
(2611 missing values generated)
(6 real changes made)
(2611 missing values generated)
(19 real changes made)
(2421 real changes made)
(2609 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(6 real changes made)
(2611 missing values generated)
(46 real changes made)
(2611 missing values generated)
(5 real changes made)
(2353 real changes made)
(2609 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(1 real change made)
(2611 missing values generated)
(9 real changes made)
(2611 missing values generated)
(48 real changes made)
(2314 real changes made)
(2610 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(4 real changes made)
(2611 missing values generated)
(6 real changes made)
(1479 real changes made)
(2610 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(3 real changes made)
(2611 missing values generated)
(5 real changes made)
(1514 real changes made)
(2608 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(5 real changes made)
(2611 missing values generated)
(10 real changes made)
(2611 missing values generated)
(48 real changes made)
(2611 missing values generated)
(16 real changes made)
(2385 real changes made)
(2608 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(2 real changes made)
(2611 missing values generated)
(4 real changes made)
(2611 missing values generated)
(2 real changes made)
(2611 missing values generated)
(5 real changes made)
(2286 real changes made)
(2605 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(6 real changes made)
(2611 missing values generated)
(47 real changes made)
(2611 missing values generated)
(6 real changes made)
(2611 missing values generated)
(30 real changes made)
(2611 missing values generated)
(3 real changes made)
(2611 missing values generated)
(2 real changes made)
(2611 missing values generated)
(1 real change made)
(2253 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(17 real changes made)
(2165 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(14 real changes made)
(2053 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(2 real changes made)
(659 real changes made)
(2612 missing values generated)
(2612 missing values generated)
(0 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(13 real changes made)
(1757 real changes made)
(2609 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(20 real changes made)
(2611 missing values generated)
(7 real changes made)
(2611 missing values generated)
(5 real changes made)
(1386 real changes made)
(2608 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(6 real changes made)
(2611 missing values generated)
(6 real changes made)
(2611 missing values generated)
(16 real changes made)
(2611 missing values generated)
(14 real changes made)
(2261 real changes made)
(2606 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(6 real changes made)
(2611 missing values generated)
(47 real changes made)
(2611 missing values generated)
(14 real changes made)
(2611 missing values generated)
(30 real changes made)
(2611 missing values generated)
(6 real changes made)
(2611 missing values generated)
(2 real changes made)
(2294 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(10 real changes made)
(1058 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(26 real changes made)
(2347 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(10 real changes made)
(958 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(21 real changes made)
(2095 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(26 real changes made)
(1883 real changes made)
(2609 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(10 real changes made)
(2611 missing values generated)
(24 real changes made)
(2611 missing values generated)
(5 real changes made)
(2484 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(7 real changes made)
(2492 real changes made)
(2608 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(26 real changes made)
(2611 missing values generated)
(4 real changes made)
(2611 missing values generated)
(2 real changes made)
(2611 missing values generated)
(6 real changes made)
(2080 real changes made)
(2608 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(18 real changes made)
(2611 missing values generated)
(1 real change made)
(2611 missing values generated)
(4 real changes made)
(2611 missing values generated)
(2 real changes made)
(2320 real changes made)
(2612 missing values generated)
(2612 missing values generated)
(0 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(10 real changes made)
(2410 real changes made)
(2612 missing values generated)
(2612 missing values generated)
(0 real changes made)
(2610 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(5 real changes made)
(2611 missing values generated)
(5 real changes made)
(2386 real changes made)
(2612 missing values generated)
(2612 missing values generated)
(0 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(24 real changes made)
(536 real changes made)
(2611 missing values generated)
(2612 real changes made)
(2611 missing values generated)
(3 real changes made)
(2127 real changes made)
(2609 missing values generated)
(2612 real changes made)
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(17 real changes made)
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(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               wide   ->   long
-----------------------------------------------------------------------------
Number of obs.                    12763   ->  459468
Number of variables                  62   ->      28
j variable (36 values)                    ->   j
xij variables:
                       kk1 kk2 ... kk36   ->   kk
-----------------------------------------------------------------------------
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(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               long   ->   wide
-----------------------------------------------------------------------------
Number of obs.                    51480   ->   51480
Number of variables                  26   ->      60
j variable (36 values)                j   ->   (dropped)
xij variables:
                                     kk   ->   kk1 kk2 ... kk36
-----------------------------------------------------------------------------
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    Result                           # of obs.
    -----------------------------------------
    not matched                             0
    matched                            27,450  (_merge==3)
    -----------------------------------------
(24799 observations deleted)
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(1357 observations deleted)
file patent files\proximity86_88.dta saved
(394509 real changes made)
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(381329 observations deleted)
(0 observations deleted)
(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               wide   ->   long
-----------------------------------------------------------------------------
Number of obs.                    13180   ->  474480
Number of variables                  62   ->      28
j variable (36 values)                    ->   j
xij variables:
                       kk1 kk2 ... kk36   ->   kk
-----------------------------------------------------------------------------
(461300 real changes made)
(421596 observations deleted)
(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               long   ->   wide
-----------------------------------------------------------------------------
Number of obs.                    52884   ->   52884
Number of variables                  26   ->      60
j variable (36 values)                j   ->   (dropped)
xij variables:
                                     kk   ->   kk1 kk2 ... kk36
-----------------------------------------------------------------------------
51415
(51415 observations deleted)
(1469 real changes made)
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(1 real change made)
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(1 real change made)
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(1 real change made)
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(1 real change made)
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(1 real change made)
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(1333 real changes made)
(1 real change made)
(1469 real changes made)
(1349 real changes made)
(1 real change made)

    Result                           # of obs.
    -----------------------------------------
    not matched                             0
    matched                            28,117  (_merge==3)
    -----------------------------------------
(25417 observations deleted)
(2697 missing values generated)
(2700 real changes made)
(2699 missing values generated)
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file patent files\proximity86_89.dta saved
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(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               wide   ->   long
-----------------------------------------------------------------------------
Number of obs.                    13524   ->  486864
Number of variables                  62   ->      28
j variable (36 values)                    ->   j
xij variables:
                       kk1 kk2 ... kk36   ->   kk
-----------------------------------------------------------------------------
(473340 real changes made)
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(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               long   ->   wide
-----------------------------------------------------------------------------
Number of obs.                    54000   ->   54000
Number of variables                  26   ->      60
j variable (36 values)                j   ->   (dropped)
xij variables:
                                     kk   ->   kk1 kk2 ... kk36
-----------------------------------------------------------------------------
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(1 real change made)

    Result                           # of obs.
    -----------------------------------------
    not matched                             0
    matched                            28,565  (_merge==3)
    -----------------------------------------
(25841 observations deleted)
(2721 missing values generated)
(2724 real changes made)
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(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               wide   ->   long
-----------------------------------------------------------------------------
Number of obs.                    13851   ->  498636
Number of variables                  62   ->      28
j variable (36 values)                    ->   j
xij variables:
                       kk1 kk2 ... kk36   ->   kk
-----------------------------------------------------------------------------
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(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               long   ->   wide
-----------------------------------------------------------------------------
Number of obs.                    55080   ->   55080
Number of variables                  26   ->      60
j variable (36 values)                j   ->   (dropped)
xij variables:
                                     kk   ->   kk1 kk2 ... kk36
-----------------------------------------------------------------------------
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(1133 real changes made)
(1 real change made)
(1530 real changes made)
(1184 real changes made)
(1 real change made)
(1530 real changes made)
(1108 real changes made)
(1 real change made)
(1530 real changes made)
(746 real changes made)
(1 real change made)
(1530 real changes made)
(1091 real changes made)
(1 real change made)
(1530 real changes made)
(420 real changes made)
(1 real change made)
(1530 real changes made)
(1094 real changes made)
(1 real change made)
(1530 real changes made)
(1183 real changes made)
(1 real change made)
(1530 real changes made)
(975 real changes made)
(1 real change made)
(1530 real changes made)
(755 real changes made)
(1 real change made)
(1530 real changes made)
(1082 real changes made)
(1 real change made)
(1530 real changes made)
(1342 real changes made)
(1 real change made)
(1386 real changes made)
(237 real changes made)
(1 real change made)
(1530 real changes made)
(1134 real changes made)
(1 real change made)
(1530 real changes made)
(966 real changes made)
(1 real change made)
(1530 real changes made)
(1508 real changes made)
(1 real change made)
(1530 real changes made)
(1502 real changes made)
(1 real change made)
(1530 real changes made)
(1250 real changes made)
(1 real change made)
(1530 real changes made)
(1489 real changes made)
(1 real change made)
(1530 real changes made)
(1028 real changes made)
(1 real change made)
(1530 real changes made)
(792 real changes made)
(1 real change made)
(1530 real changes made)
(1131 real changes made)
(1 real change made)
(1530 real changes made)
(1168 real changes made)
(1 real change made)
(1530 real changes made)
(1385 real changes made)
(1 real change made)
(1386 real changes made)
(863 real changes made)
(1 real change made)
(1530 real changes made)
(856 real changes made)
(1 real change made)
(1530 real changes made)
(1309 real changes made)
(1 real change made)
(1530 real changes made)
(1337 real changes made)
(1 real change made)
(1530 real changes made)
(1322 real changes made)
(1 real change made)
(1530 real changes made)
(800 real changes made)
(1 real change made)
(1530 real changes made)
(642 real changes made)
(1 real change made)
(1530 real changes made)
(1275 real changes made)
(1 real change made)
(1530 real changes made)
(1182 real changes made)
(1 real change made)
(1530 real changes made)
(449 real changes made)
(1 real change made)
(1530 real changes made)
(846 real changes made)
(1 real change made)
(1530 real changes made)
(1495 real changes made)
(1 real change made)
(1530 real changes made)
(963 real changes made)
(1 real change made)
(1386 real changes made)
(480 real changes made)
(1 real change made)
(1530 real changes made)
(1295 real changes made)
(1 real change made)
(1530 real changes made)
(1465 real changes made)
(1 real change made)
(1530 real changes made)
(171 real changes made)
(1 real change made)
(1530 real changes made)
(1383 real changes made)
(1 real change made)
(1530 real changes made)
(1193 real changes made)
(1 real change made)
(1530 real changes made)
(1278 real changes made)
(1 real change made)
(1530 real changes made)
(1224 real changes made)
(1 real change made)
(1530 real changes made)
(1325 real changes made)
(1 real change made)
(1530 real changes made)
(863 real changes made)
(1 real change made)
(1530 real changes made)
(1394 real changes made)
(1 real change made)
(1530 real changes made)
(1404 real changes made)
(1 real change made)

    Result                           # of obs.
    -----------------------------------------
    not matched                             0
    matched                            28,974  (_merge==3)
    -----------------------------------------
(26222 observations deleted)
(2749 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(13 real changes made)
(2751 missing values generated)
(6 real changes made)
(2751 missing values generated)
(4 real changes made)
(2339 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(23 real changes made)
(2400 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(6 real changes made)
(2597 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(2 real changes made)
(1549 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(16 real changes made)
(1977 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(2 real changes made)
(1058 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(21 real changes made)
(1556 real changes made)
(2752 missing values generated)
(2752 missing values generated)
(0 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(6 real changes made)
(2733 real changes made)
(2747 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(1 real change made)
(2751 missing values generated)
(23 real changes made)
(2751 missing values generated)
(47 real changes made)
(2751 missing values generated)
(5 real changes made)
(2751 missing values generated)
(48 real changes made)
(2040 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(4 real changes made)
(2225 real changes made)
(2750 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(2 real changes made)
(2751 missing values generated)
(47 real changes made)
(2580 real changes made)
(2752 missing values generated)
(2752 missing values generated)
(0 real changes made)
(2750 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(4 real changes made)
(2751 missing values generated)
(23 real changes made)
(2184 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(3 real changes made)
(2343 real changes made)
(2749 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(5 real changes made)
(2751 missing values generated)
(5 real changes made)
(2751 missing values generated)
(7 real changes made)
(2557 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(3 real changes made)
(2006 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(32 real changes made)
(1480 real changes made)
(2750 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(4 real changes made)
(2751 missing values generated)
(21 real changes made)
(1941 real changes made)
(2752 missing values generated)
(2752 missing values generated)
(0 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(1 real change made)
(1903 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(24 real changes made)
(1312 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(6 real changes made)
(752 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(5 real changes made)
(2045 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(24 real changes made)
(575 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(40 real changes made)
(2512 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(10 real changes made)
(1370 real changes made)
(2748 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(6 real changes made)
(2751 missing values generated)
(18 real changes made)
(2751 missing values generated)
(32 real changes made)
(2751 missing values generated)
(15 real changes made)
(2528 real changes made)
(2746 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(4 real changes made)
(2751 missing values generated)
(3 real changes made)
(2751 missing values generated)
(47 real changes made)
(2751 missing values generated)
(14 real changes made)
(2751 missing values generated)
(19 real changes made)
(2751 missing values generated)
(2 real changes made)
(2453 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(4 real changes made)
(1410 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(9 real changes made)
(2606 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(5 real changes made)
(2465 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(2 real changes made)
(2600 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(10 real changes made)
(601 real changes made)
(2752 missing values generated)
(2752 missing values generated)
(0 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(4 real changes made)
(1834 real changes made)
(2752 missing values generated)
(2752 missing values generated)
(0 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(15 real changes made)
(706 real changes made)
(2752 missing values generated)
(2752 missing values generated)
(0 real changes made)
(2748 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(4 real changes made)
(2751 missing values generated)
(10 real changes made)
(2751 missing values generated)
(5 real changes made)
(2751 missing values generated)
(5 real changes made)
(2383 real changes made)
(2750 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(5 real changes made)
(2751 missing values generated)
(1 real change made)
(1830 real changes made)
(2749 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(6 real changes made)
(2751 missing values generated)
(16 real changes made)
(2751 missing values generated)
(13 real changes made)
(2599 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(40 real changes made)
(1539 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(10 real changes made)
(1155 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(47 real changes made)
(2366 real changes made)
(2747 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(6 real changes made)
(2751 missing values generated)
(1 real change made)
(2751 missing values generated)
(7 real changes made)
(2751 missing values generated)
(48 real changes made)
(2751 missing values generated)
(5 real changes made)
(2347 real changes made)
(2750 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(48 real changes made)
(2751 missing values generated)
(2 real changes made)
(1478 real changes made)
(2750 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(6 real changes made)
(2751 missing values generated)
(48 real changes made)
(1945 real changes made)
(2749 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(14 real changes made)
(2751 missing values generated)
(18 real changes made)
(2751 missing values generated)
(5 real changes made)
(2414 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(21 real changes made)
(2287 real changes made)
(2750 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(6 real changes made)
(2751 missing values generated)
(47 real changes made)
(2241 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(2 real changes made)
(2622 real changes made)
(2748 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(4 real changes made)
(2751 missing values generated)
(2 real changes made)
(2751 missing values generated)
(19 real changes made)
(2751 missing values generated)
(19 real changes made)
(2630 real changes made)
(2748 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(1 real change made)
(2751 missing values generated)
(1 real change made)
(2751 missing values generated)
(2 real changes made)
(2751 missing values generated)
(8 real changes made)
(2368 real changes made)
(2749 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(1 real change made)
(2751 missing values generated)
(2 real changes made)
(2751 missing values generated)
(8 real changes made)
(2398 real changes made)
(2749 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(3 real changes made)
(2751 missing values generated)
(8 real changes made)
(2751 missing values generated)
(9 real changes made)
(2383 real changes made)
(2750 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(8 real changes made)
(2751 missing values generated)
(9 real changes made)
(1700 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(1 real change made)
(2416 real changes made)
(2749 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(5 real changes made)
(2751 missing values generated)
(4 real changes made)
(2751 missing values generated)
(4 real changes made)
(2018 real changes made)
(2749 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(2 real changes made)
(2751 missing values generated)
(3 real changes made)
(2751 missing values generated)
(1 real change made)
(1995 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(13 real changes made)
(2502 real changes made)
(2750 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(14 real changes made)
(2751 missing values generated)
(5 real changes made)
(2319 real changes made)
(2750 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(6 real changes made)
(2751 missing values generated)
(17 real changes made)
(2500 real changes made)
(2752 missing values generated)
(2752 missing values generated)
(0 real changes made)
(2747 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(14 real changes made)
(2751 missing values generated)
(4 real changes made)
(2751 missing values generated)
(1 real change made)
(2751 missing values generated)
(4 real changes made)
(2751 missing values generated)
(15 real changes made)
(2447 real changes made)
(2748 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(1 real change made)
(2751 missing values generated)
(14 real changes made)
(2751 missing values generated)
(13 real changes made)
(2751 missing values generated)
(21 real changes made)
(2599 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(17 real changes made)
(1737 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(9 real changes made)
(2687 real changes made)
(2752 missing values generated)
(2752 missing values generated)
(0 real changes made)
(2748 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(1 real change made)
(2751 missing values generated)
(48 real changes made)
(2751 missing values generated)
(3 real changes made)
(2751 missing values generated)
(31 real changes made)
(2490 real changes made)
(2749 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(20 real changes made)
(2751 missing values generated)
(1 real change made)
(2751 missing values generated)
(13 real changes made)
(1836 real changes made)
(2752 missing values generated)
(2752 missing values generated)
(0 real changes made)
(2752 missing values generated)
(2752 missing values generated)
(0 real changes made)
(2752 missing values generated)
(2752 missing values generated)
(0 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(6 real changes made)
(1183 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(40 real changes made)
(2376 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(16 real changes made)
(2123 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(39 real changes made)
(1605 real changes made)
(2749 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(6 real changes made)
(2751 missing values generated)
(14 real changes made)
(2751 missing values generated)
(1 real change made)
(2489 real changes made)
(2749 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(1 real change made)
(2751 missing values generated)
(2 real changes made)
(2751 missing values generated)
(47 real changes made)
(2051 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(23 real changes made)
(1972 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(7 real changes made)
(841 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(30 real changes made)
(2311 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(17 real changes made)
(1843 real changes made)
(2752 missing values generated)
(2752 missing values generated)
(0 real changes made)
(2749 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(1 real change made)
(2751 missing values generated)
(3 real changes made)
(2751 missing values generated)
(2 real changes made)
(2315 real changes made)
(2749 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(2 real changes made)
(2751 missing values generated)
(1 real change made)
(2751 missing values generated)
(2 real changes made)
(2476 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(21 real changes made)
(2502 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(21 real changes made)
(1713 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(17 real changes made)
(2010 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(26 real changes made)
(2278 real changes made)
(2750 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(40 real changes made)
(2751 missing values generated)
(14 real changes made)
(1236 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(1 real change made)
(1789 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(10 real changes made)
(1592 real changes made)
(2750 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(6 real changes made)
(2751 missing values generated)
(2 real changes made)
(2240 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(18 real changes made)
(2190 real changes made)
(2748 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(7 real changes made)
(2751 missing values generated)
(5 real changes made)
(2751 missing values generated)
(1 real change made)
(2751 missing values generated)
(1 real change made)
(1586 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(1 real change made)
(923 real changes made)
(2750 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(6 real changes made)
(2751 missing values generated)
(48 real changes made)
(1940 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(14 real changes made)
(2409 real changes made)
(2749 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(20 real changes made)
(2751 missing values generated)
(6 real changes made)
(2751 missing values generated)
(19 real changes made)
(2555 real changes made)
(2749 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(7 real changes made)
(2751 missing values generated)
(47 real changes made)
(2751 missing values generated)
(5 real changes made)
(2504 real changes made)
(2749 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(1 real change made)
(2751 missing values generated)
(9 real changes made)
(2751 missing values generated)
(48 real changes made)
(2493 real changes made)
(2750 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(4 real changes made)
(2751 missing values generated)
(6 real changes made)
(1588 real changes made)
(2750 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(4 real changes made)
(2751 missing values generated)
(5 real changes made)
(1646 real changes made)
(2748 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(5 real changes made)
(2751 missing values generated)
(10 real changes made)
(2751 missing values generated)
(48 real changes made)
(2751 missing values generated)
(17 real changes made)
(2532 real changes made)
(2748 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(2 real changes made)
(2751 missing values generated)
(4 real changes made)
(2751 missing values generated)
(2 real changes made)
(2751 missing values generated)
(5 real changes made)
(2435 real changes made)
(2745 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(7 real changes made)
(2751 missing values generated)
(48 real changes made)
(2751 missing values generated)
(6 real changes made)
(2751 missing values generated)
(31 real changes made)
(2751 missing values generated)
(3 real changes made)
(2751 missing values generated)
(2 real changes made)
(2751 missing values generated)
(1 real change made)
(2391 real changes made)
(2752 missing values generated)
(2752 missing values generated)
(0 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(18 real changes made)
(2320 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(17 real changes made)
(2198 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(2 real changes made)
(692 real changes made)
(2752 missing values generated)
(2752 missing values generated)
(0 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(13 real changes made)
(2134 real changes made)
(2749 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(20 real changes made)
(2751 missing values generated)
(8 real changes made)
(2751 missing values generated)
(5 real changes made)
(1495 real changes made)
(2748 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(7 real changes made)
(2751 missing values generated)
(6 real changes made)
(2751 missing values generated)
(16 real changes made)
(2751 missing values generated)
(15 real changes made)
(2402 real changes made)
(2746 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(7 real changes made)
(2751 missing values generated)
(48 real changes made)
(2751 missing values generated)
(14 real changes made)
(2751 missing values generated)
(31 real changes made)
(2751 missing values generated)
(6 real changes made)
(2751 missing values generated)
(2 real changes made)
(2426 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(10 real changes made)
(1142 real changes made)
(2751 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(26 real changes made)
(2536 real changes made)
(2749 missing values generated)
(2752 real changes made)
(2751 missing values generated)
(7 real changes made)
(2751 missing values generated)
(2 real changes made)
(2751 missing values generated)
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file patent files\proximity86_91.dta saved
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(445796 observations deleted)
(0 observations deleted)
(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               wide   ->   long
-----------------------------------------------------------------------------
Number of obs.                    14158   ->  509688
Number of variables                  62   ->      28
j variable (36 values)                    ->   j
xij variables:
                       kk1 kk2 ... kk36   ->   kk
-----------------------------------------------------------------------------
(495530 real changes made)
(453960 observations deleted)
(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               long   ->   wide
-----------------------------------------------------------------------------
Number of obs.                    55728   ->   55728
Number of variables                  26   ->      60
j variable (36 values)                j   ->   (dropped)
xij variables:
                                     kk   ->   kk1 kk2 ... kk36
-----------------------------------------------------------------------------
54180
(54180 observations deleted)
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    Result                           # of obs.
    -----------------------------------------
    not matched                             0
    matched                            29,313  (_merge==3)
    -----------------------------------------
(26540 observations deleted)
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file patent files\proximity86_92.dta saved
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(468706 observations deleted)
(0 observations deleted)
(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               wide   ->   long
-----------------------------------------------------------------------------
Number of obs.                    14439   ->  519804
Number of variables                  62   ->      28
j variable (36 values)                    ->   j
xij variables:
                       kk1 kk2 ... kk36   ->   kk
-----------------------------------------------------------------------------
(505365 real changes made)
(463680 observations deleted)
(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               long   ->   wide
-----------------------------------------------------------------------------
Number of obs.                    56124   ->   56124
Number of variables                  26   ->      60
j variable (36 values)                j   ->   (dropped)
xij variables:
                                     kk   ->   kk1 kk2 ... kk36
-----------------------------------------------------------------------------
54565
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(1 real change made)

    Result                           # of obs.
    -----------------------------------------
    not matched                             0
    matched                            29,516  (_merge==3)
    -----------------------------------------
(26733 observations deleted)
(2780 missing values generated)
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file patent files\proximity86_93.dta saved
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(0 observations deleted)
(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               wide   ->   long
-----------------------------------------------------------------------------
Number of obs.                    14742   ->  530712
Number of variables                  62   ->      28
j variable (36 values)                    ->   j
xij variables:
                       kk1 kk2 ... kk36   ->   kk
-----------------------------------------------------------------------------
(515970 real changes made)
(474408 observations deleted)
(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               long   ->   wide
-----------------------------------------------------------------------------
Number of obs.                    56304   ->   56304
Number of variables                  26   ->      60
j variable (36 values)                j   ->   (dropped)
xij variables:
                                     kk   ->   kk1 kk2 ... kk36
-----------------------------------------------------------------------------
54740
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(1441 real changes made)
(1 real change made)
(1564 real changes made)
(1445 real changes made)
(1 real change made)

    Result                           # of obs.
    -----------------------------------------
    not matched                             0
    matched                            29,679  (_merge==3)
    -----------------------------------------
(26887 observations deleted)
(2789 missing values generated)
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file patent files\proximity86_94.dta saved
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(515303 observations deleted)
(0 observations deleted)
(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               wide   ->   long
-----------------------------------------------------------------------------
Number of obs.                    14969   ->  538884
Number of variables                  62   ->      28
j variable (36 values)                    ->   j
xij variables:
                       kk1 kk2 ... kk36   ->   kk
-----------------------------------------------------------------------------
(523915 real changes made)
(482580 observations deleted)
(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               long   ->   wide
-----------------------------------------------------------------------------
Number of obs.                    56304   ->   56304
Number of variables                  26   ->      60
j variable (36 values)                j   ->   (dropped)
xij variables:
                                     kk   ->   kk1 kk2 ... kk36
-----------------------------------------------------------------------------
54740
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(1 real change made)
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(1 real change made)
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(1 real change made)
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(1 real change made)
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(1 real change made)
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(1 real change made)
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(1 real change made)
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(1 real change made)
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(1 real change made)
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(1 real change made)
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(1 real change made)
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(1240 real changes made)
(1 real change made)
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(1 real change made)
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(1 real change made)
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(1 real change made)
(1564 real changes made)
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(1 real change made)
(1564 real changes made)
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(1 real change made)
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(1 real change made)
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(1 real change made)
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(1 real change made)
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(1 real change made)
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(1 real change made)
(1446 real changes made)
(924 real changes made)
(1 real change made)
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(909 real changes made)
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(1369 real changes made)
(1 real change made)
(1564 real changes made)
(1397 real changes made)
(1 real change made)
(1564 real changes made)
(1369 real changes made)
(1 real change made)
(1564 real changes made)
(847 real changes made)
(1 real change made)
(1564 real changes made)
(683 real changes made)
(1 real change made)
(1564 real changes made)
(1331 real changes made)
(1 real change made)
(1564 real changes made)
(1239 real changes made)
(1 real change made)
(1564 real changes made)
(752 real changes made)
(1 real change made)
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(1170 real changes made)
(1 real change made)
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(1543 real changes made)
(1 real change made)
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(1017 real changes made)
(1 real change made)
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(545 real changes made)
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(1347 real changes made)
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(1510 real changes made)
(1 real change made)
(1564 real changes made)
(195 real changes made)
(1 real change made)
(1564 real changes made)
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(1 real change made)
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(1357 real changes made)
(1 real change made)
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(1 real change made)
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(925 real changes made)
(1 real change made)
(1564 real changes made)
(1444 real changes made)
(1 real change made)
(1564 real changes made)
(1447 real changes made)
(1 real change made)

    Result                           # of obs.
    -----------------------------------------
    not matched                             0
    matched                            29,679  (_merge==3)
    -----------------------------------------
(26887 observations deleted)
(2789 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(13 real changes made)
(2791 missing values generated)
(6 real changes made)
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(2791 missing values generated)
(19 real changes made)
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(2791 missing values generated)
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(2790 missing values generated)
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(2791 missing values generated)
(10 real changes made)
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(11 real changes made)
(1770 real changes made)
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(2791 missing values generated)
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(1 real change made)
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(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(14 real changes made)
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file patent files\proximity86_95.dta saved
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(540090 observations deleted)
(0 observations deleted)
(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               wide   ->   long
-----------------------------------------------------------------------------
Number of obs.                    15183   ->  546588
Number of variables                  62   ->      28
j variable (36 values)                    ->   j
xij variables:
                       kk1 kk2 ... kk36   ->   kk
-----------------------------------------------------------------------------
(531405 real changes made)
(490284 observations deleted)
(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               long   ->   wide
-----------------------------------------------------------------------------
Number of obs.                    56304   ->   56304
Number of variables                  26   ->      60
j variable (36 values)                j   ->   (dropped)
xij variables:
                                     kk   ->   kk1 kk2 ... kk36
-----------------------------------------------------------------------------
54740
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(1 real change made)
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(1535 real changes made)
(1 real change made)
(1564 real changes made)
(304 real changes made)
(1 real change made)
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(1 real change made)
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(1 real change made)
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(1 real change made)
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(1 real change made)
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(1 real change made)
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(1 real change made)
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(1 real change made)
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(1 real change made)
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(1 real change made)
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(1 real change made)
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(1 real change made)
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(1 real change made)
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(1 real change made)
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(1 real change made)
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(1 real change made)
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(1 real change made)
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(1 real change made)
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(1 real change made)
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(1 real change made)
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(1 real change made)
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(1 real change made)
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(1 real change made)
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(1 real change made)
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(1461 real changes made)
(1 real change made)
(1564 real changes made)
(1361 real changes made)
(1 real change made)
(1564 real changes made)
(476 real changes made)
(1 real change made)
(1564 real changes made)
(1124 real changes made)
(1 real change made)
(1451 real changes made)
(548 real changes made)
(1 real change made)
(1564 real changes made)
(923 real changes made)
(1 real change made)
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(1492 real changes made)
(1 real change made)
(1564 real changes made)
(1559 real changes made)
(1 real change made)
(1564 real changes made)
(1118 real changes made)
(1 real change made)
(1564 real changes made)
(1252 real changes made)
(1 real change made)
(1451 real changes made)
(850 real changes made)
(1 real change made)
(1564 real changes made)
(1260 real changes made)
(1 real change made)
(1564 real changes made)
(994 real changes made)
(1 real change made)
(1564 real changes made)
(1077 real changes made)
(1 real change made)
(1564 real changes made)
(1483 real changes made)
(1 real change made)
(1564 real changes made)
(423 real changes made)
(1 real change made)
(1564 real changes made)
(1245 real changes made)
(1 real change made)
(1564 real changes made)
(491 real changes made)
(1 real change made)
(1564 real changes made)
(1160 real changes made)
(1 real change made)
(1564 real changes made)
(1331 real changes made)
(1 real change made)
(1564 real changes made)
(1249 real changes made)
(1 real change made)
(1564 real changes made)
(1127 real changes made)
(1 real change made)
(1564 real changes made)
(1294 real changes made)
(1 real change made)
(1564 real changes made)
(1192 real changes made)
(1 real change made)
(1564 real changes made)
(1535 real changes made)
(1 real change made)
(1451 real changes made)
(253 real changes made)
(1 real change made)
(1564 real changes made)
(1352 real changes made)
(1 real change made)
(1564 real changes made)
(1251 real changes made)
(1 real change made)
(1564 real changes made)
(1252 real changes made)
(1 real change made)
(1564 real changes made)
(1315 real changes made)
(1 real change made)
(1564 real changes made)
(1345 real changes made)
(1 real change made)
(1564 real changes made)
(1326 real changes made)
(1 real change made)
(1564 real changes made)
(889 real changes made)
(1 real change made)
(1564 real changes made)
(764 real changes made)
(1 real change made)
(1564 real changes made)
(584 real changes made)
(1 real change made)
(1564 real changes made)
(1011 real changes made)
(1 real change made)
(1564 real changes made)
(411 real changes made)
(1 real change made)
(1564 real changes made)
(952 real changes made)
(1 real change made)
(1564 real changes made)
(320 real changes made)
(1 real change made)
(1564 real changes made)
(1328 real changes made)
(1 real change made)
(1564 real changes made)
(1193 real changes made)
(1 real change made)
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(1378 real changes made)
(1 real change made)
(1564 real changes made)
(805 real changes made)
(1 real change made)
(1564 real changes made)
(1241 real changes made)
(1 real change made)
(1564 real changes made)
(1349 real changes made)
(1 real change made)
(1564 real changes made)
(1117 real changes made)
(1 real change made)
(1564 real changes made)
(490 real changes made)
(1 real change made)
(1564 real changes made)
(1362 real changes made)
(1 real change made)
(1564 real changes made)
(990 real changes made)
(1 real change made)
(1564 real changes made)
(1192 real changes made)
(1 real change made)
(1564 real changes made)
(1525 real changes made)
(1 real change made)
(1564 real changes made)
(1029 real changes made)
(1 real change made)
(1564 real changes made)
(1341 real changes made)
(1 real change made)
(1564 real changes made)
(1257 real changes made)
(1 real change made)
(1564 real changes made)
(1196 real changes made)
(1 real change made)
(1564 real changes made)
(805 real changes made)
(1 real change made)
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(1248 real changes made)
(1 real change made)
(1564 real changes made)
(491 real changes made)
(1 real change made)
(1564 real changes made)
(1215 real changes made)
(1 real change made)
(1564 real changes made)
(1249 real changes made)
(1 real change made)
(1564 real changes made)
(1283 real changes made)
(1 real change made)
(1564 real changes made)
(830 real changes made)
(1 real change made)
(1564 real changes made)
(1147 real changes made)
(1 real change made)
(1564 real changes made)
(1400 real changes made)
(1 real change made)
(1451 real changes made)
(253 real changes made)
(1 real change made)
(1564 real changes made)
(1321 real changes made)
(1 real change made)
(1564 real changes made)
(1035 real changes made)
(1 real change made)
(1564 real changes made)
(1546 real changes made)
(1 real change made)
(1564 real changes made)
(1544 real changes made)
(1 real change made)
(1564 real changes made)
(1321 real changes made)
(1 real change made)
(1564 real changes made)
(1534 real changes made)
(1 real change made)
(1564 real changes made)
(1092 real changes made)
(1 real change made)
(1564 real changes made)
(1239 real changes made)
(1 real change made)
(1564 real changes made)
(1209 real changes made)
(1 real change made)
(1564 real changes made)
(1238 real changes made)
(1 real change made)
(1564 real changes made)
(1438 real changes made)
(1 real change made)
(1451 real changes made)
(938 real changes made)
(1 real change made)
(1564 real changes made)
(918 real changes made)
(1 real change made)
(1564 real changes made)
(1377 real changes made)
(1 real change made)
(1564 real changes made)
(1408 real changes made)
(1 real change made)
(1564 real changes made)
(1409 real changes made)
(1 real change made)
(1564 real changes made)
(858 real changes made)
(1 real change made)
(1564 real changes made)
(689 real changes made)
(1 real change made)
(1564 real changes made)
(1339 real changes made)
(1 real change made)
(1564 real changes made)
(1247 real changes made)
(1 real change made)
(1564 real changes made)
(764 real changes made)
(1 real change made)
(1564 real changes made)
(1193 real changes made)
(1 real change made)
(1564 real changes made)
(1550 real changes made)
(1 real change made)
(1564 real changes made)
(1029 real changes made)
(1 real change made)
(1564 real changes made)
(557 real changes made)
(1 real change made)
(1564 real changes made)
(1356 real changes made)
(1 real change made)
(1564 real changes made)
(1515 real changes made)
(1 real change made)
(1564 real changes made)
(201 real changes made)
(1 real change made)
(1564 real changes made)
(1437 real changes made)
(1 real change made)
(1564 real changes made)
(1364 real changes made)
(1 real change made)
(1564 real changes made)
(1395 real changes made)
(1 real change made)
(1564 real changes made)
(1289 real changes made)
(1 real change made)
(1564 real changes made)
(1407 real changes made)
(1 real change made)
(1564 real changes made)
(930 real changes made)
(1 real change made)
(1564 real changes made)
(1448 real changes made)
(1 real change made)
(1564 real changes made)
(1453 real changes made)
(1 real change made)

    Result                           # of obs.
    -----------------------------------------
    not matched                             0
    matched                            29,679  (_merge==3)
    -----------------------------------------
(26887 observations deleted)
(2789 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(13 real changes made)
(2791 missing values generated)
(6 real changes made)
(2791 missing values generated)
(4 real changes made)
(2484 real changes made)
(2791 missing values generated)
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(2791 missing values generated)
(23 real changes made)
(2553 real changes made)
(2791 missing values generated)
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(2791 missing values generated)
(6 real changes made)
(2643 real changes made)
(2791 missing values generated)
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(2791 missing values generated)
(2 real changes made)
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(2791 missing values generated)
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(2791 missing values generated)
(16 real changes made)
(2283 real changes made)
(2791 missing values generated)
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(2791 missing values generated)
(2 real changes made)
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(2791 missing values generated)
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(2791 missing values generated)
(2 real changes made)
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(2791 missing values generated)
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(2791 missing values generated)
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(2424 real changes made)
(2792 missing values generated)
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(2791 missing values generated)
(6 real changes made)
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(2787 missing values generated)
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(2791 missing values generated)
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(2791 missing values generated)
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(2791 missing values generated)
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(2791 missing values generated)
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(2790 missing values generated)
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(2791 missing values generated)
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(2791 missing values generated)
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(2789 missing values generated)
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(2791 missing values generated)
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(2791 missing values generated)
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(2791 missing values generated)
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(2791 missing values generated)
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(2791 missing values generated)
(32 real changes made)
(1536 real changes made)
(2790 missing values generated)
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(2791 missing values generated)
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(2792 missing values generated)
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(2791 missing values generated)
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(25 real changes made)
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(2791 missing values generated)
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(6 real changes made)
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(2791 missing values generated)
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(2791 missing values generated)
(5 real changes made)
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(2791 missing values generated)
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(2791 missing values generated)
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(2791 missing values generated)
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(2791 missing values generated)
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(2791 missing values generated)
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(2791 missing values generated)
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(2791 missing values generated)
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(2791 missing values generated)
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(2791 missing values generated)
(9 real changes made)
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(2791 missing values generated)
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(2791 missing values generated)
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(2791 missing values generated)
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(2791 missing values generated)
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(10 real changes made)
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(2792 missing values generated)
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(2792 missing values generated)
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(2791 missing values generated)
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(2791 missing values generated)
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(2791 missing values generated)
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(2791 missing values generated)
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(2791 missing values generated)
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(2791 missing values generated)
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(2791 missing values generated)
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(2790 missing values generated)
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(2791 missing values generated)
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(2790 missing values generated)
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(2032 real changes made)
(2789 missing values generated)
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(2790 missing values generated)
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(2791 missing values generated)
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(2311 real changes made)
(2791 missing values generated)
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(2791 missing values generated)
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(2788 missing values generated)
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(2791 missing values generated)
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(19 real changes made)
(2791 missing values generated)
(19 real changes made)
(2669 real changes made)
(2788 missing values generated)
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(2791 missing values generated)
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(2791 missing values generated)
(10 real changes made)
(2457 real changes made)
(2789 missing values generated)
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(2791 missing values generated)
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(8 real changes made)
(2481 real changes made)
(2789 missing values generated)
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(3 real changes made)
(2791 missing values generated)
(10 real changes made)
(2791 missing values generated)
(11 real changes made)
(2536 real changes made)
(2790 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(10 real changes made)
(2791 missing values generated)
(11 real changes made)
(1785 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(1 real change made)
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(2789 missing values generated)
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(2791 missing values generated)
(5 real changes made)
(2791 missing values generated)
(4 real changes made)
(2791 missing values generated)
(4 real changes made)
(2101 real changes made)
(2789 missing values generated)
(2792 real changes made)
(2791 missing values generated)
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(1 real change made)
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(2791 missing values generated)
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(2791 missing values generated)
(14 real changes made)
(2570 real changes made)
(2790 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(14 real changes made)
(2791 missing values generated)
(5 real changes made)
(2424 real changes made)
(2790 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(6 real changes made)
(2791 missing values generated)
(17 real changes made)
(2572 real changes made)
(2792 missing values generated)
(2792 missing values generated)
(0 real changes made)
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(2791 missing values generated)
(14 real changes made)
(2791 missing values generated)
(4 real changes made)
(2791 missing values generated)
(1 real change made)
(2791 missing values generated)
(4 real changes made)
(2791 missing values generated)
(15 real changes made)
(2501 real changes made)
(2788 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(1 real change made)
(2791 missing values generated)
(14 real changes made)
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file patent files\proximity86_96.dta saved
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(0 observations deleted)
(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               wide   ->   long
-----------------------------------------------------------------------------
Number of obs.                    15366   ->  553176
Number of variables                  62   ->      28
j variable (36 values)                    ->   j
xij variables:
                       kk1 kk2 ... kk36   ->   kk
-----------------------------------------------------------------------------
(537810 real changes made)
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(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               long   ->   wide
-----------------------------------------------------------------------------
Number of obs.                    56304   ->   56304
Number of variables                  26   ->      60
j variable (36 values)                j   ->   (dropped)
xij variables:
                                     kk   ->   kk1 kk2 ... kk36
-----------------------------------------------------------------------------
54740
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(1178 real changes made)
(1 real change made)
(1564 real changes made)
(1095 real changes made)
(1 real change made)
(1564 real changes made)
(1564 real changes made)
(1 real change made)
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(305 real changes made)
(1 real change made)
(1564 real changes made)
(539 real changes made)
(1 real change made)
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(1197 real changes made)
(1 real change made)
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(1366 real changes made)
(1 real change made)
(1564 real changes made)
(1371 real changes made)
(1 real change made)
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(562 real changes made)
(1 real change made)
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(1456 real changes made)
(1 real change made)
(1564 real changes made)
(1156 real changes made)
(1 real change made)
(1564 real changes made)
(548 real changes made)
(1 real change made)
(1564 real changes made)
(858 real changes made)
(1 real change made)
(1564 real changes made)
(1462 real changes made)
(1 real change made)
(1564 real changes made)
(1073 real changes made)
(1 real change made)
(1564 real changes made)
(861 real changes made)
(1 real change made)
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(764 real changes made)
(1 real change made)
(1564 real changes made)
(1471 real changes made)
(1 real change made)
(1564 real changes made)
(673 real changes made)
(1 real change made)
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(1256 real changes made)
(1 real change made)
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(764 real changes made)
(1 real change made)
(1564 real changes made)
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(1292 real changes made)
(1 real change made)
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(496 real changes made)
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(1498 real changes made)
(1 real change made)
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(1 real change made)
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(1 real change made)
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(1 real change made)
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(1 real change made)
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(1 real change made)
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(1 real change made)
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(439 real changes made)
(1 real change made)
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(297 real changes made)
(1 real change made)
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(1 real change made)
(1457 real changes made)
(953 real changes made)
(1 real change made)
(1564 real changes made)
(1371 real changes made)
(1 real change made)
(1564 real changes made)
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(1 real change made)
(1564 real changes made)
(1034 real changes made)
(1 real change made)
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(1 real change made)
(1564 real changes made)
(1557 real changes made)
(1 real change made)
(1564 real changes made)
(1375 real changes made)
(1 real change made)
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(1519 real changes made)
(1 real change made)
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(1249 real changes made)
(1 real change made)
(1564 real changes made)
(1331 real changes made)
(1 real change made)
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(1462 real changes made)
(1 real change made)
(1564 real changes made)
(1435 real changes made)
(1 real change made)
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(1407 real changes made)
(1 real change made)
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(1559 real changes made)
(1 real change made)
(1564 real changes made)
(1236 real changes made)
(1 real change made)
(1564 real changes made)
(1083 real changes made)
(1 real change made)
(1564 real changes made)
(1465 real changes made)
(1 real change made)
(1564 real changes made)
(1368 real changes made)
(1 real change made)
(1564 real changes made)
(479 real changes made)
(1 real change made)
(1564 real changes made)
(1130 real changes made)
(1 real change made)
(1564 real changes made)
(570 real changes made)
(1 real change made)
(1564 real changes made)
(930 real changes made)
(1 real change made)
(1564 real changes made)
(1495 real changes made)
(1 real change made)
(1564 real changes made)
(1561 real changes made)
(1 real change made)
(1564 real changes made)
(1127 real changes made)
(1 real change made)
(1564 real changes made)
(1298 real changes made)
(1 real change made)
(1457 real changes made)
(855 real changes made)
(1 real change made)
(1564 real changes made)
(1264 real changes made)
(1 real change made)
(1564 real changes made)
(1000 real changes made)
(1 real change made)
(1564 real changes made)
(1086 real changes made)
(1 real change made)
(1564 real changes made)
(1488 real changes made)
(1 real change made)
(1564 real changes made)
(426 real changes made)
(1 real change made)
(1564 real changes made)
(1338 real changes made)
(1 real change made)
(1564 real changes made)
(503 real changes made)
(1 real change made)
(1564 real changes made)
(1170 real changes made)
(1 real change made)
(1564 real changes made)
(1340 real changes made)
(1 real change made)
(1564 real changes made)
(1256 real changes made)
(1 real change made)
(1564 real changes made)
(1139 real changes made)
(1 real change made)
(1564 real changes made)
(1296 real changes made)
(1 real change made)
(1564 real changes made)
(1199 real changes made)
(1 real change made)
(1564 real changes made)
(1537 real changes made)
(1 real change made)
(1457 real changes made)
(254 real changes made)
(1 real change made)
(1564 real changes made)
(1357 real changes made)
(1 real change made)
(1564 real changes made)
(1258 real changes made)
(1 real change made)
(1564 real changes made)
(1259 real changes made)
(1 real change made)
(1564 real changes made)
(1321 real changes made)
(1 real change made)
(1564 real changes made)
(1350 real changes made)
(1 real change made)
(1564 real changes made)
(1331 real changes made)
(1 real change made)
(1564 real changes made)
(1129 real changes made)
(1 real change made)
(1564 real changes made)
(771 real changes made)
(1 real change made)
(1564 real changes made)
(598 real changes made)
(1 real change made)
(1564 real changes made)
(1025 real changes made)
(1 real change made)
(1564 real changes made)
(416 real changes made)
(1 real change made)
(1564 real changes made)
(961 real changes made)
(1 real change made)
(1564 real changes made)
(492 real changes made)
(1 real change made)
(1564 real changes made)
(1339 real changes made)
(1 real change made)
(1564 real changes made)
(1204 real changes made)
(1 real change made)
(1564 real changes made)
(1382 real changes made)
(1 real change made)
(1564 real changes made)
(813 real changes made)
(1 real change made)
(1564 real changes made)
(1248 real changes made)
(1 real change made)
(1564 real changes made)
(1357 real changes made)
(1 real change made)
(1564 real changes made)
(1129 real changes made)
(1 real change made)
(1564 real changes made)
(494 real changes made)
(1 real change made)
(1564 real changes made)
(1366 real changes made)
(1 real change made)
(1564 real changes made)
(1000 real changes made)
(1 real change made)
(1564 real changes made)
(1233 real changes made)
(1 real change made)
(1564 real changes made)
(1525 real changes made)
(1 real change made)
(1564 real changes made)
(1039 real changes made)
(1 real change made)
(1564 real changes made)
(1345 real changes made)
(1 real change made)
(1564 real changes made)
(1266 real changes made)
(1 real change made)
(1564 real changes made)
(1198 real changes made)
(1 real change made)
(1564 real changes made)
(813 real changes made)
(1 real change made)
(1564 real changes made)
(1257 real changes made)
(1 real change made)
(1564 real changes made)
(503 real changes made)
(1 real change made)
(1564 real changes made)
(1223 real changes made)
(1 real change made)
(1564 real changes made)
(1258 real changes made)
(1 real change made)
(1564 real changes made)
(1291 real changes made)
(1 real change made)
(1564 real changes made)
(842 real changes made)
(1 real change made)
(1564 real changes made)
(1154 real changes made)
(1 real change made)
(1564 real changes made)
(1408 real changes made)
(1 real change made)
(1457 real changes made)
(254 real changes made)
(1 real change made)
(1564 real changes made)
(1326 real changes made)
(1 real change made)
(1564 real changes made)
(1037 real changes made)
(1 real change made)
(1564 real changes made)
(1547 real changes made)
(1 real change made)
(1564 real changes made)
(1544 real changes made)
(1 real change made)
(1564 real changes made)
(1328 real changes made)
(1 real change made)
(1564 real changes made)
(1537 real changes made)
(1 real change made)
(1564 real changes made)
(1099 real changes made)
(1 real change made)
(1564 real changes made)
(1253 real changes made)
(1 real change made)
(1564 real changes made)
(1214 real changes made)
(1 real change made)
(1564 real changes made)
(1243 real changes made)
(1 real change made)
(1564 real changes made)
(1442 real changes made)
(1 real change made)
(1457 real changes made)
(953 real changes made)
(1 real change made)
(1564 real changes made)
(992 real changes made)
(1 real change made)
(1564 real changes made)
(1379 real changes made)
(1 real change made)
(1564 real changes made)
(1414 real changes made)
(1 real change made)
(1564 real changes made)
(1417 real changes made)
(1 real change made)
(1564 real changes made)
(866 real changes made)
(1 real change made)
(1564 real changes made)
(875 real changes made)
(1 real change made)
(1564 real changes made)
(1381 real changes made)
(1 real change made)
(1564 real changes made)
(1253 real changes made)
(1 real change made)
(1564 real changes made)
(772 real changes made)
(1 real change made)
(1564 real changes made)
(1200 real changes made)
(1 real change made)
(1564 real changes made)
(1551 real changes made)
(1 real change made)
(1564 real changes made)
(1039 real changes made)
(1 real change made)
(1564 real changes made)
(570 real changes made)
(1 real change made)
(1564 real changes made)
(1362 real changes made)
(1 real change made)
(1564 real changes made)
(1517 real changes made)
(1 real change made)
(1564 real changes made)
(202 real changes made)
(1 real change made)
(1564 real changes made)
(1442 real changes made)
(1 real change made)
(1564 real changes made)
(1372 real changes made)
(1 real change made)
(1564 real changes made)
(1398 real changes made)
(1 real change made)
(1564 real changes made)
(1298 real changes made)
(1 real change made)
(1564 real changes made)
(1411 real changes made)
(1 real change made)
(1564 real changes made)
(955 real changes made)
(1 real change made)
(1564 real changes made)
(1451 real changes made)
(1 real change made)
(1564 real changes made)
(1458 real changes made)
(1 real change made)

    Result                           # of obs.
    -----------------------------------------
    not matched                             0
    matched                            29,679  (_merge==3)
    -----------------------------------------
(26887 observations deleted)
(2789 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(13 real changes made)
(2791 missing values generated)
(6 real changes made)
(2791 missing values generated)
(4 real changes made)
(2491 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(23 real changes made)
(2577 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(6 real changes made)
(2647 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(2 real changes made)
(1671 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(16 real changes made)
(2289 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(2 real changes made)
(1155 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(2 real changes made)
(2354 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(21 real changes made)
(2433 real changes made)
(2792 missing values generated)
(2792 missing values generated)
(0 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(6 real changes made)
(2777 real changes made)
(2787 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(1 real change made)
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(24 real changes made)
(2791 missing values generated)
(47 real changes made)
(2791 missing values generated)
(5 real changes made)
(2791 missing values generated)
(48 real changes made)
(2121 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(4 real changes made)
(2428 real changes made)
(2790 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(2 real changes made)
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(47 real changes made)
(2650 real changes made)
(2792 missing values generated)
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(2791 missing values generated)
(4 real changes made)
(2791 missing values generated)
(24 real changes made)
(2280 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(3 real changes made)
(2434 real changes made)
(2789 missing values generated)
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(2791 missing values generated)
(6 real changes made)
(2791 missing values generated)
(6 real changes made)
(2791 missing values generated)
(7 real changes made)
(2610 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(3 real changes made)
(2072 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(32 real changes made)
(1542 real changes made)
(2790 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(4 real changes made)
(2791 missing values generated)
(22 real changes made)
(2134 real changes made)
(2792 missing values generated)
(2792 missing values generated)
(0 real changes made)
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(2791 missing values generated)
(1 real change made)
(2182 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(25 real changes made)
(2136 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(6 real changes made)
(1531 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(5 real changes made)
(2122 real changes made)
(2791 missing values generated)
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(2791 missing values generated)
(25 real changes made)
(1683 real changes made)
(2791 missing values generated)
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(2791 missing values generated)
(40 real changes made)
(2599 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(10 real changes made)
(2133 real changes made)
(2788 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(6 real changes made)
(2791 missing values generated)
(18 real changes made)
(2791 missing values generated)
(32 real changes made)
(2791 missing values generated)
(15 real changes made)
(2575 real changes made)
(2786 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(4 real changes made)
(2791 missing values generated)
(3 real changes made)
(2791 missing values generated)
(47 real changes made)
(2791 missing values generated)
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(2791 missing values generated)
(19 real changes made)
(2791 missing values generated)
(2 real changes made)
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(2791 missing values generated)
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(2791 missing values generated)
(4 real changes made)
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(2791 missing values generated)
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(2791 missing values generated)
(9 real changes made)
(2669 real changes made)
(2791 missing values generated)
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(2791 missing values generated)
(5 real changes made)
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(2791 missing values generated)
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(2791 missing values generated)
(2 real changes made)
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(2791 missing values generated)
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(2791 missing values generated)
(10 real changes made)
(653 real changes made)
(2792 missing values generated)
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(2791 missing values generated)
(4 real changes made)
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(2792 missing values generated)
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(2791 missing values generated)
(15 real changes made)
(2326 real changes made)
(2792 missing values generated)
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(2791 missing values generated)
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(2791 missing values generated)
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(2791 missing values generated)
(5 real changes made)
(2471 real changes made)
(2790 missing values generated)
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(2791 missing values generated)
(5 real changes made)
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(1 real change made)
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(2789 missing values generated)
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(2791 missing values generated)
(6 real changes made)
(2791 missing values generated)
(16 real changes made)
(2791 missing values generated)
(13 real changes made)
(2648 real changes made)
(2791 missing values generated)
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(2791 missing values generated)
(40 real changes made)
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(2791 missing values generated)
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(2791 missing values generated)
(10 real changes made)
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(2791 missing values generated)
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(47 real changes made)
(2450 real changes made)
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(2791 missing values generated)
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(2791 missing values generated)
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(2791 missing values generated)
(48 real changes made)
(2791 missing values generated)
(5 real changes made)
(2442 real changes made)
(2790 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(48 real changes made)
(2791 missing values generated)
(2 real changes made)
(1669 real changes made)
(2790 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(6 real changes made)
(2791 missing values generated)
(48 real changes made)
(2041 real changes made)
(2789 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(14 real changes made)
(2791 missing values generated)
(19 real changes made)
(2791 missing values generated)
(5 real changes made)
(2468 real changes made)
(2791 missing values generated)
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(2791 missing values generated)
(21 real changes made)
(2498 real changes made)
(2790 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(8 real changes made)
(2791 missing values generated)
(47 real changes made)
(2314 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(2 real changes made)
(2731 real changes made)
(2788 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(4 real changes made)
(2791 missing values generated)
(2 real changes made)
(2791 missing values generated)
(19 real changes made)
(2791 missing values generated)
(19 real changes made)
(2669 real changes made)
(2788 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(1 real change made)
(2791 missing values generated)
(1 real change made)
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(3 real changes made)
(2791 missing values generated)
(10 real changes made)
(2462 real changes made)
(2789 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(1 real change made)
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(2791 missing values generated)
(8 real changes made)
(2488 real changes made)
(2789 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(3 real changes made)
(2791 missing values generated)
(10 real changes made)
(2791 missing values generated)
(11 real changes made)
(2541 real changes made)
(2790 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(10 real changes made)
(2791 missing values generated)
(11 real changes made)
(1793 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(1 real change made)
(2551 real changes made)
(2789 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(5 real changes made)
(2791 missing values generated)
(4 real changes made)
(2791 missing values generated)
(4 real changes made)
(2109 real changes made)
(2789 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(2 real changes made)
(2791 missing values generated)
(3 real changes made)
(2791 missing values generated)
(1 real change made)
(2340 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(14 real changes made)
(2576 real changes made)
(2790 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(14 real changes made)
(2791 missing values generated)
(5 real changes made)
(2433 real changes made)
(2790 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(6 real changes made)
(2791 missing values generated)
(17 real changes made)
(2574 real changes made)
(2792 missing values generated)
(2792 missing values generated)
(0 real changes made)
(2787 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(14 real changes made)
(2791 missing values generated)
(4 real changes made)
(2791 missing values generated)
(1 real change made)
(2791 missing values generated)
(4 real changes made)
(2791 missing values generated)
(15 real changes made)
(2505 real changes made)
(2788 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(1 real change made)
(2791 missing values generated)
(14 real changes made)
(2791 missing values generated)
(13 real changes made)
(2791 missing values generated)
(21 real changes made)
(2642 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(17 real changes made)
(2307 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(9 real changes made)
(2739 real changes made)
(2792 missing values generated)
(2792 missing values generated)
(0 real changes made)
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(2792 real changes made)
(2791 missing values generated)
(1 real change made)
(2791 missing values generated)
(48 real changes made)
(2791 missing values generated)
(3 real changes made)
(2791 missing values generated)
(31 real changes made)
(2538 real changes made)
(2789 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(20 real changes made)
(2791 missing values generated)
(1 real change made)
(2791 missing values generated)
(13 real changes made)
(1918 real changes made)
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file patent files\proximity86_97.dta saved
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(0 observations deleted)
(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               wide   ->   long
-----------------------------------------------------------------------------
Number of obs.                    15599   ->  561564
Number of variables                  62   ->      28
j variable (36 values)                    ->   j
xij variables:
                       kk1 kk2 ... kk36   ->   kk
-----------------------------------------------------------------------------
(545965 real changes made)
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(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               long   ->   wide
-----------------------------------------------------------------------------
Number of obs.                    56304   ->   56304
Number of variables                  26   ->      60
j variable (36 values)                j   ->   (dropped)
xij variables:
                                     kk   ->   kk1 kk2 ... kk36
-----------------------------------------------------------------------------
54740
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(1564 real changes made)
(1166 real changes made)
(1 real change made)
(1564 real changes made)
(556 real changes made)
(1 real change made)
(1564 real changes made)
(870 real changes made)
(1 real change made)
(1564 real changes made)
(1476 real changes made)
(1 real change made)
(1564 real changes made)
(1079 real changes made)
(1 real change made)
(1564 real changes made)
(873 real changes made)
(1 real change made)
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(1 real change made)
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(1 real change made)
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(1142 real changes made)
(1 real change made)
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(1263 real changes made)
(1 real change made)
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(769 real changes made)
(1 real change made)
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(1 real change made)
(1564 real changes made)
(519 real changes made)
(1 real change made)
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(1 real change made)
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(1 real change made)
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(1 real change made)
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(1 real change made)
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(1 real change made)
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(911 real changes made)
(1 real change made)
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(1 real change made)
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(1 real change made)
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(1 real change made)
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(1 real change made)
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(1 real change made)
(1461 real changes made)
(969 real changes made)
(1 real change made)
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(1379 real changes made)
(1 real change made)
(1564 real changes made)
(1428 real changes made)
(1 real change made)
(1564 real changes made)
(1048 real changes made)
(1 real change made)
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(1 real change made)
(1564 real changes made)
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(1 real change made)
(1564 real changes made)
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(1 real change made)
(1564 real changes made)
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(1 real change made)
(1564 real changes made)
(1325 real changes made)
(1 real change made)
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(1335 real changes made)
(1 real change made)
(1564 real changes made)
(1465 real changes made)
(1 real change made)
(1564 real changes made)
(1440 real changes made)
(1 real change made)
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(1 real change made)
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(1 real change made)
(1564 real changes made)
(1317 real changes made)
(1 real change made)
(1564 real changes made)
(1090 real changes made)
(1 real change made)
(1564 real changes made)
(1467 real changes made)
(1 real change made)
(1564 real changes made)
(1375 real changes made)
(1 real change made)
(1564 real changes made)
(483 real changes made)
(1 real change made)
(1564 real changes made)
(1236 real changes made)
(1 real change made)
(1564 real changes made)
(579 real changes made)
(1 real change made)
(1564 real changes made)
(942 real changes made)
(1 real change made)
(1564 real changes made)
(1496 real changes made)
(1 real change made)
(1564 real changes made)
(1561 real changes made)
(1 real change made)
(1564 real changes made)
(1144 real changes made)
(1 real change made)
(1564 real changes made)
(1305 real changes made)
(1 real change made)
(1461 real changes made)
(867 real changes made)
(1 real change made)
(1564 real changes made)
(1273 real changes made)
(1 real change made)
(1564 real changes made)
(1010 real changes made)
(1 real change made)
(1564 real changes made)
(1093 real changes made)
(1 real change made)
(1564 real changes made)
(1492 real changes made)
(1 real change made)
(1564 real changes made)
(438 real changes made)
(1 real change made)
(1564 real changes made)
(1346 real changes made)
(1 real change made)
(1564 real changes made)
(519 real changes made)
(1 real change made)
(1564 real changes made)
(1181 real changes made)
(1 real change made)
(1564 real changes made)
(1346 real changes made)
(1 real change made)
(1564 real changes made)
(1266 real changes made)
(1 real change made)
(1564 real changes made)
(1146 real changes made)
(1 real change made)
(1564 real changes made)
(1300 real changes made)
(1 real change made)
(1564 real changes made)
(1204 real changes made)
(1 real change made)
(1564 real changes made)
(1543 real changes made)
(1 real change made)
(1461 real changes made)
(256 real changes made)
(1 real change made)
(1564 real changes made)
(1360 real changes made)
(1 real change made)
(1564 real changes made)
(1263 real changes made)
(1 real change made)
(1564 real changes made)
(1270 real changes made)
(1 real change made)
(1564 real changes made)
(1326 real changes made)
(1 real change made)
(1564 real changes made)
(1353 real changes made)
(1 real change made)
(1564 real changes made)
(1336 real changes made)
(1 real change made)
(1564 real changes made)
(1172 real changes made)
(1 real change made)
(1564 real changes made)
(781 real changes made)
(1 real change made)
(1564 real changes made)
(609 real changes made)
(1 real change made)
(1564 real changes made)
(1042 real changes made)
(1 real change made)
(1564 real changes made)
(419 real changes made)
(1 real change made)
(1564 real changes made)
(970 real changes made)
(1 real change made)
(1564 real changes made)
(601 real changes made)
(1 real change made)
(1564 real changes made)
(1345 real changes made)
(1 real change made)
(1564 real changes made)
(1211 real changes made)
(1 real change made)
(1564 real changes made)
(1385 real changes made)
(1 real change made)
(1564 real changes made)
(822 real changes made)
(1 real change made)
(1564 real changes made)
(1260 real changes made)
(1 real change made)
(1564 real changes made)
(1363 real changes made)
(1 real change made)
(1564 real changes made)
(1250 real changes made)
(1 real change made)
(1564 real changes made)
(500 real changes made)
(1 real change made)
(1564 real changes made)
(1398 real changes made)
(1 real change made)
(1564 real changes made)
(1007 real changes made)
(1 real change made)
(1564 real changes made)
(1344 real changes made)
(1 real change made)
(1564 real changes made)
(1526 real changes made)
(1 real change made)
(1564 real changes made)
(1065 real changes made)
(1 real change made)
(1564 real changes made)
(1364 real changes made)
(1 real change made)
(1564 real changes made)
(1275 real changes made)
(1 real change made)
(1564 real changes made)
(1204 real changes made)
(1 real change made)
(1564 real changes made)
(822 real changes made)
(1 real change made)
(1564 real changes made)
(1268 real changes made)
(1 real change made)
(1564 real changes made)
(519 real changes made)
(1 real change made)
(1564 real changes made)
(1275 real changes made)
(1 real change made)
(1564 real changes made)
(1263 real changes made)
(1 real change made)
(1564 real changes made)
(1298 real changes made)
(1 real change made)
(1564 real changes made)
(853 real changes made)
(1 real change made)
(1564 real changes made)
(1162 real changes made)
(1 real change made)
(1564 real changes made)
(1410 real changes made)
(1 real change made)
(1461 real changes made)
(256 real changes made)
(1 real change made)
(1564 real changes made)
(1345 real changes made)
(1 real change made)
(1564 real changes made)
(1042 real changes made)
(1 real change made)
(1564 real changes made)
(1547 real changes made)
(1 real change made)
(1564 real changes made)
(1544 real changes made)
(1 real change made)
(1564 real changes made)
(1336 real changes made)
(1 real change made)
(1564 real changes made)
(1537 real changes made)
(1 real change made)
(1564 real changes made)
(1107 real changes made)
(1 real change made)
(1564 real changes made)
(1259 real changes made)
(1 real change made)
(1564 real changes made)
(1221 real changes made)
(1 real change made)
(1564 real changes made)
(1251 real changes made)
(1 real change made)
(1564 real changes made)
(1482 real changes made)
(1 real change made)
(1461 real changes made)
(969 real changes made)
(1 real change made)
(1564 real changes made)
(1003 real changes made)
(1 real change made)
(1564 real changes made)
(1386 real changes made)
(1 real change made)
(1564 real changes made)
(1419 real changes made)
(1 real change made)
(1564 real changes made)
(1422 real changes made)
(1 real change made)
(1564 real changes made)
(876 real changes made)
(1 real change made)
(1564 real changes made)
(879 real changes made)
(1 real change made)
(1564 real changes made)
(1385 real changes made)
(1 real change made)
(1564 real changes made)
(1255 real changes made)
(1 real change made)
(1564 real changes made)
(787 real changes made)
(1 real change made)
(1564 real changes made)
(1330 real changes made)
(1 real change made)
(1564 real changes made)
(1551 real changes made)
(1 real change made)
(1564 real changes made)
(1046 real changes made)
(1 real change made)
(1564 real changes made)
(579 real changes made)
(1 real change made)
(1564 real changes made)
(1393 real changes made)
(1 real change made)
(1564 real changes made)
(1517 real changes made)
(1 real change made)
(1564 real changes made)
(209 real changes made)
(1 real change made)
(1564 real changes made)
(1445 real changes made)
(1 real change made)
(1564 real changes made)
(1380 real changes made)
(1 real change made)
(1564 real changes made)
(1399 real changes made)
(1 real change made)
(1564 real changes made)
(1303 real changes made)
(1 real change made)
(1564 real changes made)
(1419 real changes made)
(1 real change made)
(1564 real changes made)
(964 real changes made)
(1 real change made)
(1564 real changes made)
(1455 real changes made)
(1 real change made)
(1564 real changes made)
(1463 real changes made)
(1 real change made)

    Result                           # of obs.
    -----------------------------------------
    not matched                             0
    matched                            29,679  (_merge==3)
    -----------------------------------------
(26887 observations deleted)
(2789 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(13 real changes made)
(2791 missing values generated)
(6 real changes made)
(2791 missing values generated)
(4 real changes made)
(2496 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(23 real changes made)
(2583 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(6 real changes made)
(2654 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(2 real changes made)
(1690 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(16 real changes made)
(2298 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(2 real changes made)
(1184 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(2 real changes made)
(2368 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(21 real changes made)
(2438 real changes made)
(2792 missing values generated)
(2792 missing values generated)
(0 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(6 real changes made)
(2777 real changes made)
(2787 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(1 real change made)
(2791 missing values generated)
(24 real changes made)
(2791 missing values generated)
(47 real changes made)
(2791 missing values generated)
(5 real changes made)
(2791 missing values generated)
(48 real changes made)
(2127 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(4 real changes made)
(2432 real changes made)
(2790 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(2 real changes made)
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(47 real changes made)
(2650 real changes made)
(2792 missing values generated)
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(2791 missing values generated)
(4 real changes made)
(2791 missing values generated)
(24 real changes made)
(2289 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(3 real changes made)
(2440 real changes made)
(2789 missing values generated)
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(2791 missing values generated)
(6 real changes made)
(2791 missing values generated)
(6 real changes made)
(2791 missing values generated)
(7 real changes made)
(2612 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(3 real changes made)
(2087 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(32 real changes made)
(1554 real changes made)
(2790 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(4 real changes made)
(2791 missing values generated)
(22 real changes made)
(2144 real changes made)
(2792 missing values generated)
(2792 missing values generated)
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(2791 missing values generated)
(1 real change made)
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(2791 missing values generated)
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(2791 missing values generated)
(25 real changes made)
(2192 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(6 real changes made)
(1537 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(5 real changes made)
(2139 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(25 real changes made)
(1701 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(40 real changes made)
(2607 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(10 real changes made)
(2144 real changes made)
(2788 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(6 real changes made)
(2791 missing values generated)
(18 real changes made)
(2791 missing values generated)
(32 real changes made)
(2791 missing values generated)
(15 real changes made)
(2575 real changes made)
(2786 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(4 real changes made)
(2791 missing values generated)
(3 real changes made)
(2791 missing values generated)
(47 real changes made)
(2791 missing values generated)
(14 real changes made)
(2791 missing values generated)
(19 real changes made)
(2791 missing values generated)
(2 real changes made)
(2519 real changes made)
(2791 missing values generated)
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(2791 missing values generated)
(4 real changes made)
(1510 real changes made)
(2791 missing values generated)
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(2791 missing values generated)
(9 real changes made)
(2671 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(5 real changes made)
(2571 real changes made)
(2791 missing values generated)
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(2791 missing values generated)
(2 real changes made)
(2684 real changes made)
(2791 missing values generated)
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(2791 missing values generated)
(10 real changes made)
(659 real changes made)
(2792 missing values generated)
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(2791 missing values generated)
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(2792 missing values generated)
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(2791 missing values generated)
(15 real changes made)
(2331 real changes made)
(2792 missing values generated)
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(2791 missing values generated)
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(2791 missing values generated)
(10 real changes made)
(2791 missing values generated)
(5 real changes made)
(2791 missing values generated)
(5 real changes made)
(2476 real changes made)
(2790 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(5 real changes made)
(2791 missing values generated)
(1 real change made)
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(2789 missing values generated)
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(2791 missing values generated)
(6 real changes made)
(2791 missing values generated)
(16 real changes made)
(2791 missing values generated)
(13 real changes made)
(2648 real changes made)
(2791 missing values generated)
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(2791 missing values generated)
(40 real changes made)
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(2791 missing values generated)
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(2791 missing values generated)
(10 real changes made)
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(2791 missing values generated)
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(47 real changes made)
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(2791 missing values generated)
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(2791 missing values generated)
(48 real changes made)
(2791 missing values generated)
(5 real changes made)
(2456 real changes made)
(2790 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(48 real changes made)
(2791 missing values generated)
(2 real changes made)
(1686 real changes made)
(2790 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(6 real changes made)
(2791 missing values generated)
(48 real changes made)
(2049 real changes made)
(2789 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(14 real changes made)
(2791 missing values generated)
(19 real changes made)
(2791 missing values generated)
(5 real changes made)
(2473 real changes made)
(2791 missing values generated)
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(2791 missing values generated)
(21 real changes made)
(2502 real changes made)
(2790 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(8 real changes made)
(2791 missing values generated)
(47 real changes made)
(2320 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(2 real changes made)
(2734 real changes made)
(2788 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(4 real changes made)
(2791 missing values generated)
(2 real changes made)
(2791 missing values generated)
(19 real changes made)
(2791 missing values generated)
(19 real changes made)
(2669 real changes made)
(2788 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(1 real change made)
(2791 missing values generated)
(1 real change made)
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(3 real changes made)
(2791 missing values generated)
(10 real changes made)
(2467 real changes made)
(2789 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(1 real change made)
(2791 missing values generated)
(2 real changes made)
(2791 missing values generated)
(8 real changes made)
(2493 real changes made)
(2789 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(3 real changes made)
(2791 missing values generated)
(10 real changes made)
(2791 missing values generated)
(11 real changes made)
(2544 real changes made)
(2790 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(10 real changes made)
(2791 missing values generated)
(11 real changes made)
(1801 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(1 real change made)
(2560 real changes made)
(2789 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(5 real changes made)
(2791 missing values generated)
(4 real changes made)
(2791 missing values generated)
(4 real changes made)
(2125 real changes made)
(2789 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(2 real changes made)
(2791 missing values generated)
(3 real changes made)
(2791 missing values generated)
(1 real change made)
(2350 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(14 real changes made)
(2581 real changes made)
(2790 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(14 real changes made)
(2791 missing values generated)
(5 real changes made)
(2438 real changes made)
(2790 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(6 real changes made)
(2791 missing values generated)
(17 real changes made)
(2575 real changes made)
(2792 missing values generated)
(2792 missing values generated)
(0 real changes made)
(2787 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(14 real changes made)
(2791 missing values generated)
(4 real changes made)
(2791 missing values generated)
(1 real change made)
(2791 missing values generated)
(4 real changes made)
(2791 missing values generated)
(15 real changes made)
(2508 real changes made)
(2788 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(1 real change made)
(2791 missing values generated)
(14 real changes made)
(2791 missing values generated)
(13 real changes made)
(2791 missing values generated)
(21 real changes made)
(2643 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(17 real changes made)
(2318 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(9 real changes made)
(2739 real changes made)
(2792 missing values generated)
(2792 missing values generated)
(0 real changes made)
(2788 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(1 real change made)
(2791 missing values generated)
(48 real changes made)
(2791 missing values generated)
(3 real changes made)
(2791 missing values generated)
(31 real changes made)
(2539 real changes made)
(2789 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(20 real changes made)
(2791 missing values generated)
(1 real change made)
(2791 missing values generated)
(13 real changes made)
(1923 real changes made)
(2792 missing values generated)
(2792 missing values generated)
(0 real changes made)
(2792 missing values generated)
(2792 missing values generated)
(0 real changes made)
(2792 missing values generated)
(2792 missing values generated)
(0 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(6 real changes made)
(2337 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(40 real changes made)
(2593 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(16 real changes made)
(2488 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(39 real changes made)
(1703 real changes made)
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file patent files\proximity86_98.dta saved
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(0 observations deleted)
(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               wide   ->   long
-----------------------------------------------------------------------------
Number of obs.                    15820   ->  569520
Number of variables                  62   ->      28
j variable (36 values)                    ->   j
xij variables:
                       kk1 kk2 ... kk36   ->   kk
-----------------------------------------------------------------------------
(553700 real changes made)
(513216 observations deleted)
(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               long   ->   wide
-----------------------------------------------------------------------------
Number of obs.                    56304   ->   56304
Number of variables                  26   ->      60
j variable (36 values)                j   ->   (dropped)
xij variables:
                                     kk   ->   kk1 kk2 ... kk36
-----------------------------------------------------------------------------
54740
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(778 real changes made)
(1 real change made)
(1564 real changes made)
(1115 real changes made)
(1 real change made)
(1564 real changes made)
(1305 real changes made)
(1 real change made)
(1564 real changes made)
(528 real changes made)
(1 real change made)
(1564 real changes made)
(1500 real changes made)
(1 real change made)
(1564 real changes made)
(1290 real changes made)
(1 real change made)
(1564 real changes made)
(563 real changes made)
(1 real change made)
(1564 real changes made)
(1313 real changes made)
(1 real change made)
(1564 real changes made)
(407 real changes made)
(1 real change made)
(1564 real changes made)
(1422 real changes made)
(1 real change made)
(1564 real changes made)
(1165 real changes made)
(1 real change made)
(1564 real changes made)
(1294 real changes made)
(1 real change made)
(1564 real changes made)
(924 real changes made)
(1 real change made)
(1464 real changes made)
(980 real changes made)
(1 real change made)
(1564 real changes made)
(450 real changes made)
(1 real change made)
(1564 real changes made)
(307 real changes made)
(1 real change made)
(1564 real changes made)
(1081 real changes made)
(1 real change made)
(1564 real changes made)
(1382 real changes made)
(1 real change made)
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(1325 real changes made)
(1 real change made)
(1464 real changes made)
(980 real changes made)
(1 real change made)
(1564 real changes made)
(1381 real changes made)
(1 real change made)
(1564 real changes made)
(1430 real changes made)
(1 real change made)
(1564 real changes made)
(1058 real changes made)
(1 real change made)
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(1508 real changes made)
(1 real change made)
(1564 real changes made)
(1557 real changes made)
(1 real change made)
(1564 real changes made)
(1386 real changes made)
(1 real change made)
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(1522 real changes made)
(1 real change made)
(1564 real changes made)
(1382 real changes made)
(1 real change made)
(1564 real changes made)
(1337 real changes made)
(1 real change made)
(1564 real changes made)
(1467 real changes made)
(1 real change made)
(1564 real changes made)
(1443 real changes made)
(1 real change made)
(1564 real changes made)
(1415 real changes made)
(1 real change made)
(1564 real changes made)
(1559 real changes made)
(1 real change made)
(1564 real changes made)
(1321 real changes made)
(1 real change made)
(1564 real changes made)
(1099 real changes made)
(1 real change made)
(1564 real changes made)
(1468 real changes made)
(1 real change made)
(1564 real changes made)
(1377 real changes made)
(1 real change made)
(1564 real changes made)
(490 real changes made)
(1 real change made)
(1564 real changes made)
(1350 real changes made)
(1 real change made)
(1564 real changes made)
(989 real changes made)
(1 real change made)
(1564 real changes made)
(949 real changes made)
(1 real change made)
(1564 real changes made)
(1497 real changes made)
(1 real change made)
(1564 real changes made)
(1561 real changes made)
(1 real change made)
(1564 real changes made)
(1149 real changes made)
(1 real change made)
(1564 real changes made)
(1306 real changes made)
(1 real change made)
(1464 real changes made)
(873 real changes made)
(1 real change made)
(1564 real changes made)
(1279 real changes made)
(1 real change made)
(1564 real changes made)
(1022 real changes made)
(1 real change made)
(1564 real changes made)
(1104 real changes made)
(1 real change made)
(1564 real changes made)
(1494 real changes made)
(1 real change made)
(1564 real changes made)
(445 real changes made)
(1 real change made)
(1564 real changes made)
(1349 real changes made)
(1 real change made)
(1564 real changes made)
(528 real changes made)
(1 real change made)
(1564 real changes made)
(1238 real changes made)
(1 real change made)
(1564 real changes made)
(1351 real changes made)
(1 real change made)
(1564 real changes made)
(1273 real changes made)
(1 real change made)
(1564 real changes made)
(1150 real changes made)
(1 real change made)
(1564 real changes made)
(1308 real changes made)
(1 real change made)
(1564 real changes made)
(1210 real changes made)
(1 real change made)
(1564 real changes made)
(1543 real changes made)
(1 real change made)
(1464 real changes made)
(258 real changes made)
(1 real change made)
(1564 real changes made)
(1365 real changes made)
(1 real change made)
(1564 real changes made)
(1280 real changes made)
(1 real change made)
(1564 real changes made)
(1344 real changes made)
(1 real change made)
(1564 real changes made)
(1333 real changes made)
(1 real change made)
(1564 real changes made)
(1357 real changes made)
(1 real change made)
(1564 real changes made)
(1343 real changes made)
(1 real change made)
(1564 real changes made)
(1178 real changes made)
(1 real change made)
(1564 real changes made)
(794 real changes made)
(1 real change made)
(1564 real changes made)
(616 real changes made)
(1 real change made)
(1564 real changes made)
(1053 real changes made)
(1 real change made)
(1564 real changes made)
(426 real changes made)
(1 real change made)
(1564 real changes made)
(975 real changes made)
(1 real change made)
(1564 real changes made)
(611 real changes made)
(1 real change made)
(1564 real changes made)
(1347 real changes made)
(1 real change made)
(1564 real changes made)
(1215 real changes made)
(1 real change made)
(1564 real changes made)
(1389 real changes made)
(1 real change made)
(1564 real changes made)
(831 real changes made)
(1 real change made)
(1564 real changes made)
(1262 real changes made)
(1 real change made)
(1564 real changes made)
(1365 real changes made)
(1 real change made)
(1564 real changes made)
(1254 real changes made)
(1 real change made)
(1564 real changes made)
(508 real changes made)
(1 real change made)
(1564 real changes made)
(1420 real changes made)
(1 real change made)
(1564 real changes made)
(1017 real changes made)
(1 real change made)
(1564 real changes made)
(1348 real changes made)
(1 real change made)
(1564 real changes made)
(1527 real changes made)
(1 real change made)
(1564 real changes made)
(1073 real changes made)
(1 real change made)
(1564 real changes made)
(1366 real changes made)
(1 real change made)
(1564 real changes made)
(1277 real changes made)
(1 real change made)
(1564 real changes made)
(1209 real changes made)
(1 real change made)
(1564 real changes made)
(831 real changes made)
(1 real change made)
(1564 real changes made)
(1277 real changes made)
(1 real change made)
(1564 real changes made)
(528 real changes made)
(1 real change made)
(1564 real changes made)
(1280 real changes made)
(1 real change made)
(1564 real changes made)
(1266 real changes made)
(1 real change made)
(1564 real changes made)
(1302 real changes made)
(1 real change made)
(1564 real changes made)
(864 real changes made)
(1 real change made)
(1564 real changes made)
(1169 real changes made)
(1 real change made)
(1564 real changes made)
(1412 real changes made)
(1 real change made)
(1464 real changes made)
(258 real changes made)
(1 real change made)
(1564 real changes made)
(1420 real changes made)
(1 real change made)
(1564 real changes made)
(1053 real changes made)
(1 real change made)
(1564 real changes made)
(1547 real changes made)
(1 real change made)
(1564 real changes made)
(1544 real changes made)
(1 real change made)
(1564 real changes made)
(1341 real changes made)
(1 real change made)
(1564 real changes made)
(1537 real changes made)
(1 real change made)
(1564 real changes made)
(1118 real changes made)
(1 real change made)
(1564 real changes made)
(1262 real changes made)
(1 real change made)
(1564 real changes made)
(1228 real changes made)
(1 real change made)
(1564 real changes made)
(1276 real changes made)
(1 real change made)
(1564 real changes made)
(1484 real changes made)
(1 real change made)
(1464 real changes made)
(980 real changes made)
(1 real change made)
(1564 real changes made)
(1012 real changes made)
(1 real change made)
(1564 real changes made)
(1390 real changes made)
(1 real change made)
(1564 real changes made)
(1442 real changes made)
(1 real change made)
(1564 real changes made)
(1425 real changes made)
(1 real change made)
(1564 real changes made)
(889 real changes made)
(1 real change made)
(1564 real changes made)
(1159 real changes made)
(1 real change made)
(1564 real changes made)
(1390 real changes made)
(1 real change made)
(1564 real changes made)
(1262 real changes made)
(1 real change made)
(1564 real changes made)
(797 real changes made)
(1 real change made)
(1564 real changes made)
(1334 real changes made)
(1 real change made)
(1564 real changes made)
(1551 real changes made)
(1 real change made)
(1564 real changes made)
(1055 real changes made)
(1 real change made)
(1564 real changes made)
(588 real changes made)
(1 real change made)
(1564 real changes made)
(1411 real changes made)
(1 real change made)
(1564 real changes made)
(1517 real changes made)
(1 real change made)
(1564 real changes made)
(217 real changes made)
(1 real change made)
(1564 real changes made)
(1455 real changes made)
(1 real change made)
(1564 real changes made)
(1388 real changes made)
(1 real change made)
(1564 real changes made)
(1402 real changes made)
(1 real change made)
(1564 real changes made)
(1310 real changes made)
(1 real change made)
(1564 real changes made)
(1422 real changes made)
(1 real change made)
(1564 real changes made)
(990 real changes made)
(1 real change made)
(1564 real changes made)
(1457 real changes made)
(1 real change made)
(1564 real changes made)
(1465 real changes made)
(1 real change made)

    Result                           # of obs.
    -----------------------------------------
    not matched                             0
    matched                            29,679  (_merge==3)
    -----------------------------------------
(26887 observations deleted)
(2789 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(13 real changes made)
(2791 missing values generated)
(6 real changes made)
(2791 missing values generated)
(4 real changes made)
(2497 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(23 real changes made)
(2589 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(6 real changes made)
(2656 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(2 real changes made)
(1695 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(16 real changes made)
(2306 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(2 real changes made)
(1195 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(2 real changes made)
(2382 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(21 real changes made)
(2499 real changes made)
(2792 missing values generated)
(2792 missing values generated)
(0 real changes made)
(2791 missing values generated)
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(2791 missing values generated)
(6 real changes made)
(2777 real changes made)
(2787 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(1 real change made)
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(24 real changes made)
(2791 missing values generated)
(47 real changes made)
(2791 missing values generated)
(5 real changes made)
(2791 missing values generated)
(48 real changes made)
(2132 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(4 real changes made)
(2487 real changes made)
(2790 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(2 real changes made)
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(47 real changes made)
(2650 real changes made)
(2792 missing values generated)
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(2791 missing values generated)
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(2791 missing values generated)
(24 real changes made)
(2301 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(3 real changes made)
(2443 real changes made)
(2789 missing values generated)
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(2791 missing values generated)
(6 real changes made)
(2791 missing values generated)
(6 real changes made)
(2791 missing values generated)
(7 real changes made)
(2618 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(3 real changes made)
(2100 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(32 real changes made)
(1572 real changes made)
(2790 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(4 real changes made)
(2791 missing values generated)
(22 real changes made)
(2154 real changes made)
(2792 missing values generated)
(2792 missing values generated)
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(2791 missing values generated)
(1 real change made)
(2200 real changes made)
(2791 missing values generated)
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(2791 missing values generated)
(25 real changes made)
(2381 real changes made)
(2791 missing values generated)
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(2791 missing values generated)
(6 real changes made)
(1545 real changes made)
(2791 missing values generated)
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(2791 missing values generated)
(5 real changes made)
(2145 real changes made)
(2791 missing values generated)
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(2791 missing values generated)
(25 real changes made)
(1711 real changes made)
(2791 missing values generated)
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(2791 missing values generated)
(40 real changes made)
(2608 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(10 real changes made)
(2150 real changes made)
(2788 missing values generated)
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(2791 missing values generated)
(6 real changes made)
(2791 missing values generated)
(18 real changes made)
(2791 missing values generated)
(32 real changes made)
(2791 missing values generated)
(15 real changes made)
(2575 real changes made)
(2786 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(4 real changes made)
(2791 missing values generated)
(3 real changes made)
(2791 missing values generated)
(47 real changes made)
(2791 missing values generated)
(14 real changes made)
(2791 missing values generated)
(19 real changes made)
(2791 missing values generated)
(2 real changes made)
(2520 real changes made)
(2791 missing values generated)
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(2791 missing values generated)
(4 real changes made)
(1519 real changes made)
(2791 missing values generated)
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(2791 missing values generated)
(9 real changes made)
(2672 real changes made)
(2791 missing values generated)
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(2791 missing values generated)
(5 real changes made)
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(2791 missing values generated)
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(2791 missing values generated)
(2 real changes made)
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(2791 missing values generated)
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(2791 missing values generated)
(10 real changes made)
(662 real changes made)
(2792 missing values generated)
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(4 real changes made)
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(2792 missing values generated)
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(2791 missing values generated)
(15 real changes made)
(2338 real changes made)
(2792 missing values generated)
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(2791 missing values generated)
(5 real changes made)
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(2791 missing values generated)
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(1 real change made)
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(2791 missing values generated)
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(2791 missing values generated)
(13 real changes made)
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(2791 missing values generated)
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(2791 missing values generated)
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(10 real changes made)
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(2791 missing values generated)
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(2791 missing values generated)
(48 real changes made)
(2791 missing values generated)
(5 real changes made)
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(2790 missing values generated)
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(2791 missing values generated)
(48 real changes made)
(2791 missing values generated)
(2 real changes made)
(1699 real changes made)
(2790 missing values generated)
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(2791 missing values generated)
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(2791 missing values generated)
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(2789 missing values generated)
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(2791 missing values generated)
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(2791 missing values generated)
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(2791 missing values generated)
(5 real changes made)
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(2791 missing values generated)
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(2791 missing values generated)
(21 real changes made)
(2502 real changes made)
(2790 missing values generated)
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(2791 missing values generated)
(8 real changes made)
(2791 missing values generated)
(47 real changes made)
(2323 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(2 real changes made)
(2735 real changes made)
(2788 missing values generated)
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(2791 missing values generated)
(4 real changes made)
(2791 missing values generated)
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(2791 missing values generated)
(19 real changes made)
(2791 missing values generated)
(19 real changes made)
(2669 real changes made)
(2788 missing values generated)
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(2791 missing values generated)
(1 real change made)
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(1 real change made)
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(2791 missing values generated)
(10 real changes made)
(2469 real changes made)
(2789 missing values generated)
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(2791 missing values generated)
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(2791 missing values generated)
(8 real changes made)
(2498 real changes made)
(2789 missing values generated)
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(2791 missing values generated)
(3 real changes made)
(2791 missing values generated)
(10 real changes made)
(2791 missing values generated)
(11 real changes made)
(2559 real changes made)
(2790 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(10 real changes made)
(2791 missing values generated)
(11 real changes made)
(1821 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(1 real change made)
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(2789 missing values generated)
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(2791 missing values generated)
(5 real changes made)
(2791 missing values generated)
(4 real changes made)
(2791 missing values generated)
(4 real changes made)
(2132 real changes made)
(2789 missing values generated)
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(2791 missing values generated)
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(1 real change made)
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(2791 missing values generated)
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(2791 missing values generated)
(14 real changes made)
(2583 real changes made)
(2790 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(14 real changes made)
(2791 missing values generated)
(5 real changes made)
(2441 real changes made)
(2790 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(6 real changes made)
(2791 missing values generated)
(17 real changes made)
(2577 real changes made)
(2792 missing values generated)
(2792 missing values generated)
(0 real changes made)
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(2791 missing values generated)
(14 real changes made)
(2791 missing values generated)
(4 real changes made)
(2791 missing values generated)
(1 real change made)
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(4 real changes made)
(2791 missing values generated)
(15 real changes made)
(2510 real changes made)
(2788 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(1 real change made)
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(14 real changes made)
(2791 missing values generated)
(13 real changes made)
(2791 missing values generated)
(21 real changes made)
(2644 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(17 real changes made)
(2326 real changes made)
(2791 missing values generated)
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(2791 missing values generated)
(9 real changes made)
(2739 real changes made)
(2792 missing values generated)
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(2791 missing values generated)
(1 real change made)
(2791 missing values generated)
(48 real changes made)
(2791 missing values generated)
(3 real changes made)
(2791 missing values generated)
(31 real changes made)
(2540 real changes made)
(2789 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(20 real changes made)
(2791 missing values generated)
(1 real change made)
(2791 missing values generated)
(13 real changes made)
(1936 real changes made)
(2792 missing values generated)
(2792 missing values generated)
(0 real changes made)
(2792 missing values generated)
(2792 missing values generated)
(0 real changes made)
(2792 missing values generated)
(2792 missing values generated)
(0 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(6 real changes made)
(2343 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(40 real changes made)
(2595 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(16 real changes made)
(2488 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(39 real changes made)
(1709 real changes made)
(2789 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(6 real changes made)
(2791 missing values generated)
(14 real changes made)
(2791 missing values generated)
(1 real change made)
(2576 real changes made)
(2789 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(1 real change made)
(2791 missing values generated)
(2 real changes made)
(2791 missing values generated)
(47 real changes made)
(2156 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(23 real changes made)
(2095 real changes made)
(2791 missing values generated)
(2792 real changes made)
(2791 missing values generated)
(7 real changes made)
(1024 real changes made)
(2791 missing values generated)
(2792 real changes made)
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(30 real changes made)
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(1402 observations deleted)
file patent files\proximity86_99.dta saved

. 
. **************************
. * The information on r&d-expenditures from the compustat data is isolated.
. ****************************
. 
. use "compustat+segment.dta", clear

. keep SIC ticker name  year rd_new rd_corr cusip

. 
. so cusip year

. drop if rd_corr==.
(100373 observations deleted)

. 
. save "patent files\segment_master_rd.dta", replace
file patent files\segment_master_rd.dta saved

. 
. *******************************
. * The r&d information is seperated into year specific datasets. Observations
. * where are r&d-expenditures are not observed are DROPPED. I.e., whenever the r&d-expenditure
. * variable takes on the value zero, this means that zero expenditures are actually
. * OBSERVED.
. *******************************
. 
. forvalues z=86/99 {
  2. use "patent files\segment_master_rd.dta", clear
  3. keep if year==19`z'  
  4. save "patent files\segment_master_rd`z'.dta",replace
  5. }
(65239 observations deleted)
file patent files\segment_master_rd86.dta saved
(65190 observations deleted)
file patent files\segment_master_rd87.dta saved
(65284 observations deleted)
file patent files\segment_master_rd88.dta saved
(65364 observations deleted)
file patent files\segment_master_rd89.dta saved
(65349 observations deleted)
file patent files\segment_master_rd90.dta saved
(65255 observations deleted)
file patent files\segment_master_rd91.dta saved
(65013 observations deleted)
file patent files\segment_master_rd92.dta saved
(64782 observations deleted)
file patent files\segment_master_rd93.dta saved
(64538 observations deleted)
file patent files\segment_master_rd94.dta saved
(63918 observations deleted)
file patent files\segment_master_rd95.dta saved
(63718 observations deleted)
file patent files\segment_master_rd96.dta saved
(63828 observations deleted)
file patent files\segment_master_rd97.dta saved
(63330 observations deleted)
file patent files\segment_master_rd98.dta saved
(63446 observations deleted)
file patent files\segment_master_rd99.dta saved

. 
. **********************************
. * Now, for each year, the dataset containing the correlation matrices are merged
. * with the r&d-expenditure information. What makes the issue tricky is that there
. * potentially are firms observed in the correlation-matrix data set stemming from 
. * the patent data that are not observed in the r&d-expenditure dataset because the 
. * variable was not observed in compustat for these firms. In such cases, not only
. * the corresponding row for the firm must be dropped, but also the corresponding
. * column. Meanwhile, new id's must be assigned in order not to mess up the order
. * of rows and columns.
. ************************************
. 
. 
. 
. set more off

. forvalues z=86/99 {
  2. use "patent files\proximity86_`z'.dta", clear
  3. 
. merge 1:m cusip  using "patent files\segment_master_rd`z'.dta"
  4. drop if _merge==2
  5. egen d = group(cusip) if _merge==3
  6. egen id_new= max(d), by(cusip)
  7. drop d
  8. egen u=group(cusip) if _merge==1 & id_new==.
  9. egen tt=max(u)
 10. replace tt=tt+1
 11. local f=1
 12. while `f'<tt {
 13.         gen dro=id if u==`f'
 14.         egen dropp=max(dro)
 15.         local dr=dropp
 16.         drop MS`dr'
 17.         drop dro dropp
 18.         local f=`f'+1
 19. }
 20. local f=1
 21. drop tt u
 22. egen tt=max(id_new)
 23. replace tt=tt+1
 24. while `f'<tt {
 25.         gen p=id_new if id_new==`f'
 26.         egen s=max(p)
 27.         drop p
 28.         local p=s
 29.         drop s
 30.         gen q=id if id_new==`f'
 31.         egen r=max(q)
 32.         drop q
 33.         local q=r
 34.         drop r
 35.         rename MS`q' MS`p'a
 36.         rename MS`p'a MS`p'
 37. 
.         local f=`f'+1
 38. }
 39. drop if _merge==1
 40. drop _merge
 41. 
. * Here the Spillover is calculated with the  Sic-sqecific r&d-Expenditure. From that SIC  where both firm meet
. * each other. 
. egen id_sic=group(SIC)
 42. egen s = seq(), by(id)
 43. egen SS = max(s), by(id)        
 44. gen S=0
 45.         local i=1
 46.         while `i'<tt{
 47.         gen ns = SS if id_new==`i'
 48.         egen NS = max(ns)
 49.         replace NS = NS+1       
 50.         gen match = 0
 51.                 local s = 1
 52.                 while `s'<NS{   
 53.                         gen n=id_sic if id_new==`i' & s == `s'
 54.                         egen nn=max(n)
 55.                         replace match = 1 if id_sic==nn
 56.                         drop n nn 
 57.                         local s=`s'+1
 58.                 }
 59.                 gen MM = MS`i'
 60.                 replace MM = 0 if match==0
 61.                 replace MM = MM*rd_corr
 62.                 egen M = total(MM)
 63.                 replace S = M if id_new ==`i'           
 64.                 drop NS ns      match MM M
 65.                 local i=`i'+1           
 66. }
 67. 
. * Here the spillover is calculeted using the aggregated R&D expenditure over all SIC the firm is in, in that year.
.         egen rd_tot = total(rd_corr), by(id_new)
 68.         keep if s == 1
 69.         drop s SS rd_corr
 70.         local m = tt-1
 71.         mkmat MS1-MS`m', matrix(MM)
 72.         mkmat rd_tot, matrix(rd)
 73.         matrix Sa=MM*rd
 74.         svmat Sa
 75.         rename Sa1 Sa
 76.         drop tt 
 77.         save "patent files\spillover_pool_`z'.dta", replace
 78. }

    Result                           # of obs.
    -----------------------------------------
    not matched                         3,434
        from master                       481  (_merge==1)
        from using                      2,953  (_merge==2)

    matched                             1,366  (_merge==3)
    -----------------------------------------
(2953 observations deleted)
(481 missing values generated)
(481 missing values generated)
(1366 missing values generated)
(1847 real changes made)
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(1365 missing values generated)
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(4 real changes made)
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(10 real changes made)
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(5 real changes made)
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(1 real change made)
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(11 real changes made)
(48 real changes made)
(19 real changes made)
(5 real changes made)
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(1365 missing values generated)
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(11 real changes made)
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(1 real change made)
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(1365 missing values generated)
(10 real changes made)
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(4 real changes made)
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(1363 missing values generated)
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(1365 missing values generated)
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(4 real changes made)
(12 real changes made)
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(1365 missing values generated)
(8 real changes made)
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(7 real changes made)
(1 real change made)
(1365 missing values generated)
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(1365 missing values generated)
(6 real changes made)
(4 real changes made)
(2 real changes made)
(1 real change made)
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(1365 missing values generated)
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(14 real changes made)
(22 real changes made)
(14 real changes made)
(2 real changes made)
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(1365 missing values generated)
(3 real changes made)
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(4 real changes made)
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(51 real changes made)
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(3 real changes made)
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(1365 missing values generated)
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(6 real changes made)
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(2 real changes made)
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(3 real changes made)
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(1 real change made)
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(31 real changes made)
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(1 real change made)
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(29 real changes made)
(69 real changes made)
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(1365 missing values generated)
(29 real changes made)
(91 real changes made)
(51 real changes made)
(3 real changes made)
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(10 real changes made)
(17 real changes made)
(9 real changes made)
(1 real change made)
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(15 real changes made)
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(1365 missing values generated)
(5 real changes made)
(2 real changes made)
(4 real changes made)
(1 real change made)
(617 observations deleted)
file patent files\spillover_pool_86.dta saved

    Result                           # of obs.
    -----------------------------------------
    not matched                         3,574
        from master                       522  (_merge==1)
        from using                      3,052  (_merge==2)

    matched                             1,316  (_merge==3)
    -----------------------------------------
(3052 observations deleted)
(522 missing values generated)
(522 missing values generated)
(1316 missing values generated)
(1838 real changes made)
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(1837 missing values generated)
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(0 real changes made)
(0 real changes made)
(0 real changes made)
(1315 missing values generated)
(1316 real changes made)
(1315 missing values generated)
(10 real changes made)
(7 real changes made)
(3 real changes made)
(1 real change made)
(1313 missing values generated)
(1316 real changes made)
(1315 missing values generated)
(4 real changes made)
(1315 missing values generated)
(1 real change made)
(1315 missing values generated)
(2 real changes made)
(11 real changes made)
(4 real changes made)
(3 real changes made)
(1315 missing values generated)
(1316 real changes made)
(1315 missing values generated)
(8 real changes made)
(15 real changes made)
(7 real changes made)
(1 real change made)
(1314 missing values generated)
(1316 real changes made)
(1315 missing values generated)
(9 real changes made)
(1315 missing values generated)
(2 real changes made)
(19 real changes made)
(9 real changes made)
(2 real changes made)
(1312 missing values generated)
(1316 real changes made)
(1315 missing values generated)
(1 real change made)
(1315 missing values generated)
(18 real changes made)
(1315 missing values generated)
(14 real changes made)
(1315 missing values generated)
(6 real changes made)
(41 real changes made)
(32 real changes made)
(4 real changes made)
(1315 missing values generated)
(1316 real changes made)
(1315 missing values generated)
(5 real changes made)
(0 real changes made)
(3 real changes made)
(1 real change made)
(1313 missing values generated)
(1316 real changes made)
(1315 missing values generated)
(8 real changes made)
(1315 missing values generated)
(19 real changes made)
(1315 missing values generated)
(18 real changes made)
(51 real changes made)
(35 real changes made)
(3 real changes made)
(1315 missing values generated)
(1316 real changes made)
(1315 missing values generated)
(5 real changes made)
(8 real changes made)
(4 real changes made)
(1 real change made)
(1314 missing values generated)
(1316 real changes made)
(1315 missing values generated)
(1 real change made)
(1315 missing values generated)
(5 real changes made)
(8 real changes made)
(4 real changes made)
(2 real changes made)
(1315 missing values generated)
(1316 real changes made)
(1315 missing values generated)
(4 real changes made)
(1 real change made)
(3 real changes made)
(1 real change made)
(1315 missing values generated)
(1316 real changes made)
(1315 missing values generated)
(10 real changes made)
(9 real changes made)
(4 real changes made)
(1 real change made)
(1315 missing values generated)
(1316 real changes made)
(1315 missing values generated)
(32 real changes made)
(36 real changes made)
(24 real changes made)
(1 real change made)
(1315 missing values generated)
(1316 real changes made)
(1315 missing values generated)
(18 real changes made)
(18 real changes made)
(8 real changes made)
(1 real change made)
(1314 missing values generated)
(1316 real changes made)
(1315 missing values generated)
(3 real changes made)
(1315 missing values generated)
(10 real changes made)
(25 real changes made)
(11 real changes made)
(2 real changes made)
(1315 missing values generated)
(1316 real changes made)
(1315 missing values generated)
(1 real change made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(1315 missing values generated)
(1316 real changes made)
(1315 missing values generated)
(29 real changes made)
(38 real changes made)
(24 real changes made)
(1 real change made)
(1313 missing values generated)
(1316 real changes made)
(1315 missing values generated)
(2 real changes made)
(1315 missing values generated)
(1 real change made)
(1315 missing values generated)
(32 real changes made)
(42 real changes made)
(31 real changes made)
(3 real changes made)
(1315 missing values generated)
(1316 real changes made)
(1315 missing values generated)
(25 real changes made)
(58 real changes made)
(20 real changes made)
(1 real change made)
(1314 missing values generated)
(1316 real changes made)
(1315 missing values generated)
(4 real changes made)
(1315 missing values generated)
(5 real changes made)
(14 real changes made)
(6 real changes made)
(2 real changes made)
(1314 missing values generated)
(1316 real changes made)
(1315 missing values generated)
(9 real changes made)
(1315 missing values generated)
(7 real changes made)
(18 real changes made)
(11 real changes made)
(2 real changes made)
(1312 missing values generated)
(1316 real changes made)
(1315 missing values generated)
(10 real changes made)
(1315 missing values generated)
(8 real changes made)
(1315 missing values generated)
(19 real changes made)
(1315 missing values generated)
(16 real changes made)
(19 real changes made)
(11 real changes made)
(4 real changes made)
(1314 missing values generated)
(1316 real changes made)
(1315 missing values generated)
(5 real changes made)
(1315 missing values generated)
(4 real changes made)
(12 real changes made)
(5 real changes made)
(2 real changes made)
(1315 missing values generated)
(1316 real changes made)
(1315 missing values generated)
(4 real changes made)
(0 real changes made)
(3 real changes made)
(1 real change made)
(1313 missing values generated)
(1316 real changes made)
(1315 missing values generated)
(4 real changes made)
(1315 missing values generated)
(1 real change made)
(1315 missing values generated)
(4 real changes made)
(17 real changes made)
(6 real changes made)
(3 real changes made)
(1315 missing values generated)
(1316 real changes made)
(1315 missing values generated)
(1 real change made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(1313 missing values generated)
(1316 real changes made)
(1315 missing values generated)
(11 real changes made)
(1315 missing values generated)
(19 real changes made)
(1315 missing values generated)
(25 real changes made)
(78 real changes made)
(46 real changes made)
(3 real changes made)
(1314 missing values generated)
(1316 real changes made)
(1315 missing values generated)
(1 real change made)
(1315 missing values generated)
(1 real change made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(1315 missing values generated)
(1316 real changes made)
(1315 missing values generated)
(1 real change made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(1314 missing values generated)
(1316 real changes made)
(1315 missing values generated)
(2 real changes made)
(1315 missing values generated)
(4 real changes made)
(10 real changes made)
(4 real changes made)
(2 real changes made)
(1315 missing values generated)
(1316 real changes made)
(1315 missing values generated)
(10 real changes made)
(19 real changes made)
(8 real changes made)
(1 real change made)
(1315 missing values generated)
(1316 real changes made)
(1315 missing values generated)
(1 real change made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(1315 missing values generated)
(1316 real changes made)
(1315 missing values generated)
(10 real changes made)
(0 real changes made)
(4 real changes made)
(1 real change made)
(1315 missing values generated)
(1316 real changes made)
(1315 missing values generated)
(8 real changes made)
(1 real change made)
(4 real changes made)
(1 real change made)
(1315 missing values generated)
(1316 real changes made)
(1315 missing values generated)
(9 real changes made)
(17 real changes made)
(8 real changes made)
(1 real change made)
(1315 missing values generated)
(1316 real changes made)
(1315 missing values generated)
(8 real changes made)
(17 real changes made)
(7 real changes made)
(1 real change made)
(1315 missing values generated)
(1316 real changes made)
(1315 missing values generated)
(10 real changes made)
(0 real changes made)
(1 real change made)
(1 real change made)
(1315 missing values generated)
(1316 real changes made)
(1315 missing values generated)
(5 real changes made)
(0 real changes made)
(3 real changes made)
(1 real change made)
(569 observations deleted)
file patent files\spillover_pool_87.dta saved

    Result                           # of obs.
    -----------------------------------------
    not matched                         3,583
        from master                       572  (_merge==1)
        from using                      3,011  (_merge==2)

    matched                             1,263  (_merge==3)
    -----------------------------------------
(3011 observations deleted)
(572 missing values generated)
(572 missing values generated)
(1263 missing values generated)
(1835 real changes made)
(1834 missing values generated)
(1834 missing values generated)
(1834 missing values generated)
(1834 missing values generated)
(1834 missing values generated)
(1834 missing values generated)
(1834 missing values generated)
(1834 missing values generated)
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(1834 missing values generated)
(1834 missing values generated)
(1835 real changes made)
(1834 missing values generated)
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(1834 missing values generated)
(1831 missing values generated)
(1831 missing values generated)
(1834 missing values generated)
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(1263 real changes made)
(1262 missing values generated)
(14 real changes made)
(21 real changes made)
(7 real changes made)
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(4 real changes made)
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(2 real changes made)
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(11 real changes made)
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(10 real changes made)
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(10 real changes made)
(40 real changes made)
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(6 real changes made)
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(3 real changes made)
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(5 real changes made)
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(13 real changes made)
(31 real changes made)
(8 real changes made)
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(1262 missing values generated)
(13 real changes made)
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(15 real changes made)
(15 real changes made)
(2 real changes made)
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(1262 missing values generated)
(9 real changes made)
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(5 real changes made)
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(17 real changes made)
(66 real changes made)
(66 real changes made)
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(10 real changes made)
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(15 real changes made)
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(43 real changes made)
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(1262 missing values generated)
(16 real changes made)
(1262 missing values generated)
(19 real changes made)
(34 real changes made)
(29 real changes made)
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(6 real changes made)
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(1 real change made)
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(17 real changes made)
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(1262 missing values generated)
(9 real changes made)
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(13 real changes made)
(43 real changes made)
(10 real changes made)
(3 real changes made)
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(1263 real changes made)
(1262 missing values generated)
(3 real changes made)
(3 real changes made)
(2 real changes made)
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(1262 missing values generated)
(10 real changes made)
(7 real changes made)
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(18 real changes made)
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(7 real changes made)
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(4 real changes made)
(20 real changes made)
(10 real changes made)
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(1260 missing values generated)
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(13 real changes made)
(3 real changes made)
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(1262 missing values generated)
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(9 real changes made)
(36 real changes made)
(21 real changes made)
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(1262 missing values generated)
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(7 real changes made)
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(1262 missing values generated)
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(19 real changes made)
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(1263 real changes made)
(1262 missing values generated)
(10 real changes made)
(1262 missing values generated)
(25 real changes made)
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(10 real changes made)
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(24 real changes made)
(109 real changes made)
(66 real changes made)
(5 real changes made)
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(1262 missing values generated)
(32 real changes made)
(10 real changes made)
(30 real changes made)
(1 real change made)
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(1262 missing values generated)
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(1 real change made)
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(5 real changes made)
(1262 missing values generated)
(1263 real changes made)
(1262 missing values generated)
(32 real changes made)
(9 real changes made)
(23 real changes made)
(1 real change made)
(1261 missing values generated)
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(1262 missing values generated)
(3 real changes made)
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(12 real changes made)
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(10 real changes made)
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(1 real change made)
(1260 missing values generated)
(1263 real changes made)
(1262 missing values generated)
(3 real changes made)
(1262 missing values generated)
(2 real changes made)
(1262 missing values generated)
(1 real change made)
(12 real changes made)
(3 real changes made)
(3 real changes made)
(1262 missing values generated)
(1263 real changes made)
(1262 missing values generated)
(9 real changes made)
(15 real changes made)
(8 real changes made)
(1 real change made)
(1261 missing values generated)
(1263 real changes made)
(1262 missing values generated)
(8 real changes made)
(1262 missing values generated)
(2 real changes made)
(20 real changes made)
(8 real changes made)
(2 real changes made)
(1259 missing values generated)
(1263 real changes made)
(1262 missing values generated)
(14 real changes made)
(1262 missing values generated)
(13 real changes made)
(1262 missing values generated)
(5 real changes made)
(1262 missing values generated)
(1 real change made)
(43 real changes made)
(24 real changes made)
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(1262 missing values generated)
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(1262 missing values generated)
(4 real changes made)
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(1262 missing values generated)
(16 real changes made)
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(10 real changes made)
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(28 real changes made)
(3 real changes made)
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(1262 missing values generated)
(5 real changes made)
(8 real changes made)
(3 real changes made)
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(1262 missing values generated)
(1263 real changes made)
(1262 missing values generated)
(5 real changes made)
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(3 real changes made)
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(1262 missing values generated)
(1263 real changes made)
(1262 missing values generated)
(9 real changes made)
(7 real changes made)
(4 real changes made)
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(1262 missing values generated)
(1263 real changes made)
(1262 missing values generated)
(35 real changes made)
(34 real changes made)
(26 real changes made)
(1 real change made)
(1262 missing values generated)
(1263 real changes made)
(1262 missing values generated)
(14 real changes made)
(19 real changes made)
(5 real changes made)
(1 real change made)
(1261 missing values generated)
(1263 real changes made)
(1262 missing values generated)
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(10 real changes made)
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(1262 missing values generated)
(25 real changes made)
(34 real changes made)
(21 real changes made)
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(1262 missing values generated)
(35 real changes made)
(1262 missing values generated)
(1 real change made)
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(4 real changes made)
(1262 missing values generated)
(2 real changes made)
(13 real changes made)
(3 real changes made)
(3 real changes made)
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(1263 real changes made)
(1262 missing values generated)
(10 real changes made)
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(1262 missing values generated)
(1263 real changes made)
(1262 missing values generated)
(8 real changes made)
(27 real changes made)
(2 real changes made)
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(1261 missing values generated)
(1263 real changes made)
(1262 missing values generated)
(4 real changes made)
(1262 missing values generated)
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(1262 missing values generated)
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(5 real changes made)
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(1263 real changes made)
(1262 missing values generated)
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(1262 missing values generated)
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(4 real changes made)
(1262 missing values generated)
(4 real changes made)
(1262 missing values generated)
(2 real changes made)
(18 real changes made)
(6 real changes made)
(5 real changes made)
(1260 missing values generated)
(1263 real changes made)
(1262 missing values generated)
(1 real change made)
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(10 real changes made)
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(1263 real changes made)
(1262 missing values generated)
(10 real changes made)
(1262 missing values generated)
(24 real changes made)
(1262 missing values generated)
(16 real changes made)
(79 real changes made)
(43 real changes made)
(3 real changes made)
(1261 missing values generated)
(1263 real changes made)
(1262 missing values generated)
(2 real changes made)
(1262 missing values generated)
(1 real change made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(1262 missing values generated)
(1263 real changes made)
(1262 missing values generated)
(2 real changes made)
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(1263 real changes made)
(1262 missing values generated)
(9 real changes made)
(20 real changes made)
(7 real changes made)
(1 real change made)
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(1263 real changes made)
(1262 missing values generated)
(1 real change made)
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(1262 missing values generated)
(8 real changes made)
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(3 real changes made)
(1 real change made)
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(1263 real changes made)
(1262 missing values generated)
(1 real change made)
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(5 real changes made)
(1262 missing values generated)
(1 real change made)
(1262 missing values generated)
(9 real changes made)
(1262 missing values generated)
(1 real change made)
(2 real changes made)
(5 real changes made)
(5 real changes made)
(1262 missing values generated)
(1263 real changes made)
(1262 missing values generated)
(10 real changes made)
(17 real changes made)
(7 real changes made)
(1 real change made)
(1262 missing values generated)
(1263 real changes made)
(1262 missing values generated)
(17 real changes made)
(21 real changes made)
(0 real changes made)
(0 real changes made)
(1262 missing values generated)
(1263 real changes made)
(1262 missing values generated)
(8 real changes made)
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(1 real change made)
(1 real change made)
(1262 missing values generated)
(1263 real changes made)
(1262 missing values generated)
(2 real changes made)
(24 real changes made)
(0 real changes made)
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(1262 missing values generated)
(1263 real changes made)
(1262 missing values generated)
(4 real changes made)
(0 real changes made)
(2 real changes made)
(1 real change made)
(541 observations deleted)
file patent files\spillover_pool_88.dta saved

    Result                           # of obs.
    -----------------------------------------
    not matched                         3,631
        from master                       632  (_merge==1)
        from using                      2,999  (_merge==2)

    matched                             1,195  (_merge==3)
    -----------------------------------------
(2999 observations deleted)
(632 missing values generated)
(632 missing values generated)
(1195 missing values generated)
(1827 real changes made)
(1826 missing values generated)
(1826 missing values generated)
(1826 missing values generated)
(1826 missing values generated)
(1826 missing values generated)
(1826 missing values generated)
(1826 missing values generated)
(1826 missing values generated)
(1826 missing values generated)
(1826 missing values generated)
(1826 missing values generated)
(1826 missing values generated)
(1826 missing values generated)
(1826 missing values generated)
(1826 missing values generated)
(1826 missing values generated)
(1826 missing values generated)
(1826 missing values generated)
(1826 missing values generated)
(1826 missing values generated)
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(1826 missing values generated)
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(1826 missing values generated)
(1826 missing values generated)
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(1826 missing values generated)
(1826 missing values generated)
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(1826 missing values generated)
(1826 missing values generated)
(1826 missing values generated)
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(1826 missing values generated)
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(1826 missing values generated)
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(1826 missing values generated)
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(1826 missing values generated)
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(1826 missing values generated)
(1826 missing values generated)
(1826 missing values generated)
(1826 missing values generated)
(1826 missing values generated)
(1826 missing values generated)
(1826 missing values generated)
(1826 missing values generated)
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(1194 missing values generated)
(1 real change made)
(31 real changes made)
(26 real changes made)
(3 real changes made)
(1194 missing values generated)
(1195 real changes made)
(1194 missing values generated)
(25 real changes made)
(48 real changes made)
(19 real changes made)
(1 real change made)
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(1195 real changes made)
(1194 missing values generated)
(3 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(1194 missing values generated)
(1195 real changes made)
(1194 missing values generated)
(5 real changes made)
(27 real changes made)
(0 real changes made)
(0 real changes made)
(1193 missing values generated)
(1195 real changes made)
(1194 missing values generated)
(4 real changes made)
(1194 missing values generated)
(3 real changes made)
(11 real changes made)
(3 real changes made)
(2 real changes made)
(1194 missing values generated)
(1195 real changes made)
(1194 missing values generated)
(6 real changes made)
(0 real changes made)
(3 real changes made)
(1 real change made)
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(10 real changes made)
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(1 real change made)
(10 real changes made)
(0 real changes made)
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(1 real change made)
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(1 real change made)
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(5 real changes made)
(20 real changes made)
(7 real changes made)
(5 real changes made)
(1194 missing values generated)
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(4 real changes made)
(0 real changes made)
(0 real changes made)
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(1192 missing values generated)
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(25 real changes made)
(1194 missing values generated)
(15 real changes made)
(1194 missing values generated)
(8 real changes made)
(73 real changes made)
(41 real changes made)
(3 real changes made)
(1192 missing values generated)
(1195 real changes made)
(1194 missing values generated)
(7 real changes made)
(1194 missing values generated)
(11 real changes made)
(1194 missing values generated)
(5 real changes made)
(83 real changes made)
(1 real change made)
(3 real changes made)
(1191 missing values generated)
(1195 real changes made)
(1194 missing values generated)
(13 real changes made)
(1194 missing values generated)
(1 real change made)
(1194 missing values generated)
(1 real change made)
(1194 missing values generated)
(4 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(1194 missing values generated)
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(1194 missing values generated)
(2 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(1194 missing values generated)
(1195 real changes made)
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(9 real changes made)
(18 real changes made)
(6 real changes made)
(1 real change made)
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(1195 real changes made)
(1194 missing values generated)
(1 real change made)
(0 real changes made)
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(0 real changes made)
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(1194 missing values generated)
(5 real changes made)
(0 real changes made)
(2 real changes made)
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(1195 real changes made)
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(10 real changes made)
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(5 real changes made)
(1194 missing values generated)
(2 real changes made)
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(3 real changes made)
(1194 missing values generated)
(2 real changes made)
(3 real changes made)
(4 real changes made)
(5 real changes made)
(1194 missing values generated)
(1195 real changes made)
(1194 missing values generated)
(10 real changes made)
(19 real changes made)
(7 real changes made)
(1 real change made)
(1193 missing values generated)
(1195 real changes made)
(1194 missing values generated)
(5 real changes made)
(1194 missing values generated)
(15 real changes made)
(15 real changes made)
(4 real changes made)
(2 real changes made)
(1194 missing values generated)
(1195 real changes made)
(1194 missing values generated)
(5 real changes made)
(0 real changes made)
(1 real change made)
(1 real change made)
(1194 missing values generated)
(1195 real changes made)
(1194 missing values generated)
(4 real changes made)
(0 real changes made)
(1 real change made)
(1 real change made)
(502 observations deleted)
file patent files\spillover_pool_89.dta saved

    Result                           # of obs.
    -----------------------------------------
    not matched                         3,736
        from master                       678  (_merge==1)
        from using                      3,058  (_merge==2)

    matched                             1,151  (_merge==3)
    -----------------------------------------
(3058 observations deleted)
(678 missing values generated)
(678 missing values generated)
(1151 missing values generated)
(1829 real changes made)
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(1829 real changes made)
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(5 real changes made)
(3 real changes made)
(1 real change made)
(1150 missing values generated)
(1151 real changes made)
(1150 missing values generated)
(8 real changes made)
(6 real changes made)
(3 real changes made)
(1 real change made)
(1150 missing values generated)
(1151 real changes made)
(1150 missing values generated)
(30 real changes made)
(42 real changes made)
(24 real changes made)
(1 real change made)
(1150 missing values generated)
(1151 real changes made)
(1150 missing values generated)
(17 real changes made)
(20 real changes made)
(6 real changes made)
(1 real change made)
(1149 missing values generated)
(1151 real changes made)
(1150 missing values generated)
(3 real changes made)
(1150 missing values generated)
(3 real changes made)
(36 real changes made)
(2 real changes made)
(2 real changes made)
(1150 missing values generated)
(1151 real changes made)
(1150 missing values generated)
(1 real change made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(1150 missing values generated)
(1151 real changes made)
(1150 missing values generated)
(23 real changes made)
(37 real changes made)
(20 real changes made)
(1 real change made)
(1148 missing values generated)
(1151 real changes made)
(1150 missing values generated)
(2 real changes made)
(1150 missing values generated)
(30 real changes made)
(1150 missing values generated)
(1 real change made)
(41 real changes made)
(26 real changes made)
(3 real changes made)
(1148 missing values generated)
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(1150 missing values generated)
(24 real changes made)
(1150 missing values generated)
(7 real changes made)
(1150 missing values generated)
(17 real changes made)
(47 real changes made)
(17 real changes made)
(3 real changes made)
(1150 missing values generated)
(1151 real changes made)
(1150 missing values generated)
(3 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(1149 missing values generated)
(1151 real changes made)
(1150 missing values generated)
(1 real change made)
(1150 missing values generated)
(3 real changes made)
(24 real changes made)
(2 real changes made)
(2 real changes made)
(1150 missing values generated)
(1151 real changes made)
(1150 missing values generated)
(4 real changes made)
(25 real changes made)
(1 real change made)
(1 real change made)
(1149 missing values generated)
(1151 real changes made)
(1150 missing values generated)
(3 real changes made)
(1150 missing values generated)
(2 real changes made)
(11 real changes made)
(2 real changes made)
(2 real changes made)
(1150 missing values generated)
(1151 real changes made)
(1150 missing values generated)
(9 real changes made)
(0 real changes made)
(4 real changes made)
(1 real change made)
(1148 missing values generated)
(1151 real changes made)
(1150 missing values generated)
(8 real changes made)
(1150 missing values generated)
(4 real changes made)
(1150 missing values generated)
(1 real change made)
(12 real changes made)
(0 real changes made)
(0 real changes made)
(1146 missing values generated)
(1151 real changes made)
(1150 missing values generated)
(4 real changes made)
(1150 missing values generated)
(1 real change made)
(1150 missing values generated)
(1 real change made)
(1150 missing values generated)
(5 real changes made)
(1150 missing values generated)
(2 real changes made)
(19 real changes made)
(7 real changes made)
(5 real changes made)
(1149 missing values generated)
(1151 real changes made)
(1150 missing values generated)
(5 real changes made)
(1150 missing values generated)
(2 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(1148 missing values generated)
(1151 real changes made)
(1150 missing values generated)
(8 real changes made)
(1150 missing values generated)
(24 real changes made)
(1150 missing values generated)
(14 real changes made)
(71 real changes made)
(37 real changes made)
(3 real changes made)
(1149 missing values generated)
(1151 real changes made)
(1150 missing values generated)
(11 real changes made)
(1150 missing values generated)
(5 real changes made)
(75 real changes made)
(1 real change made)
(2 real changes made)
(1147 missing values generated)
(1151 real changes made)
(1150 missing values generated)
(1 real change made)
(1150 missing values generated)
(1 real change made)
(1150 missing values generated)
(13 real changes made)
(1150 missing values generated)
(5 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(1150 missing values generated)
(1151 real changes made)
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(2 real changes made)
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(0 real changes made)
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(1150 missing values generated)
(8 real changes made)
(16 real changes made)
(5 real changes made)
(1 real change made)
(1150 missing values generated)
(1151 real changes made)
(1150 missing values generated)
(1 real change made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(1147 missing values generated)
(1151 real changes made)
(1150 missing values generated)
(9 real changes made)
(1150 missing values generated)
(3 real changes made)
(1150 missing values generated)
(5 real changes made)
(1150 missing values generated)
(1 real change made)
(3 real changes made)
(4 real changes made)
(4 real changes made)
(1150 missing values generated)
(1151 real changes made)
(1150 missing values generated)
(8 real changes made)
(22 real changes made)
(6 real changes made)
(1 real change made)
(1149 missing values generated)
(1151 real changes made)
(1150 missing values generated)
(4 real changes made)
(1150 missing values generated)
(14 real changes made)
(15 real changes made)
(3 real changes made)
(2 real changes made)
(1150 missing values generated)
(1151 real changes made)
(1150 missing values generated)
(4 real changes made)
(4 real changes made)
(0 real changes made)
(0 real changes made)
(1150 missing values generated)
(1151 real changes made)
(1150 missing values generated)
(4 real changes made)
(0 real changes made)
(2 real changes made)
(1 real change made)
(484 observations deleted)
file patent files\spillover_pool_90.dta saved

    Result                           # of obs.
    -----------------------------------------
    not matched                         3,874
        from master                       701  (_merge==1)
        from using                      3,173  (_merge==2)

    matched                             1,130  (_merge==3)
    -----------------------------------------
(3173 observations deleted)
(701 missing values generated)
(701 missing values generated)
(1130 missing values generated)
(1831 real changes made)
(1830 missing values generated)
(1830 missing values generated)
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(1830 missing values generated)
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(9 real changes made)
(25 real changes made)
(1 real change made)
(1126 missing values generated)
(1130 real changes made)
(1129 missing values generated)
(3 real changes made)
(1129 missing values generated)
(5 real changes made)
(1129 missing values generated)
(2 real changes made)
(1129 missing values generated)
(2 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(1128 missing values generated)
(1130 real changes made)
(1129 missing values generated)
(4 real changes made)
(1129 missing values generated)
(2 real changes made)
(12 real changes made)
(3 real changes made)
(2 real changes made)
(1129 missing values generated)
(1130 real changes made)
(1129 missing values generated)
(8 real changes made)
(13 real changes made)
(6 real changes made)
(1 real change made)
(1129 missing values generated)
(1130 real changes made)
(1129 missing values generated)
(6 real changes made)
(16 real changes made)
(5 real changes made)
(1 real change made)
(1125 missing values generated)
(1130 real changes made)
(1129 missing values generated)
(14 real changes made)
(1129 missing values generated)
(8 real changes made)
(1129 missing values generated)
(12 real changes made)
(1129 missing values generated)
(7 real changes made)
(1129 missing values generated)
(1 real change made)
(34 real changes made)
(16 real changes made)
(5 real changes made)
(1128 missing values generated)
(1130 real changes made)
(1129 missing values generated)
(3 real changes made)
(1129 missing values generated)
(2 real changes made)
(11 real changes made)
(0 real changes made)
(0 real changes made)
(1129 missing values generated)
(1130 real changes made)
(1129 missing values generated)
(10 real changes made)
(54 real changes made)
(7 real changes made)
(1 real change made)
(1129 missing values generated)
(1130 real changes made)
(1129 missing values generated)
(9 real changes made)
(6 real changes made)
(3 real changes made)
(1 real change made)
(1129 missing values generated)
(1130 real changes made)
(1129 missing values generated)
(32 real changes made)
(38 real changes made)
(24 real changes made)
(1 real change made)
(1129 missing values generated)
(1130 real changes made)
(1129 missing values generated)
(14 real changes made)
(16 real changes made)
(6 real changes made)
(1 real change made)
(1128 missing values generated)
(1130 real changes made)
(1129 missing values generated)
(3 real changes made)
(1129 missing values generated)
(2 real changes made)
(36 real changes made)
(1 real change made)
(2 real changes made)
(1129 missing values generated)
(1130 real changes made)
(1129 missing values generated)
(1 real change made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(1129 missing values generated)
(1130 real changes made)
(1129 missing values generated)
(25 real changes made)
(37 real changes made)
(21 real changes made)
(1 real change made)
(1128 missing values generated)
(1130 real changes made)
(1129 missing values generated)
(1 real change made)
(1129 missing values generated)
(32 real changes made)
(40 real changes made)
(26 real changes made)
(2 real changes made)
(1127 missing values generated)
(1130 real changes made)
(1129 missing values generated)
(7 real changes made)
(1129 missing values generated)
(14 real changes made)
(1129 missing values generated)
(23 real changes made)
(45 real changes made)
(15 real changes made)
(3 real changes made)
(1129 missing values generated)
(1130 real changes made)
(1129 missing values generated)
(2 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(1128 missing values generated)
(1130 real changes made)
(1129 missing values generated)
(1 real change made)
(1129 missing values generated)
(5 real changes made)
(23 real changes made)
(3 real changes made)
(2 real changes made)
(1129 missing values generated)
(1130 real changes made)
(1129 missing values generated)
(2 real changes made)
(24 real changes made)
(1 real change made)
(1 real change made)
(1128 missing values generated)
(1130 real changes made)
(1129 missing values generated)
(3 real changes made)
(1129 missing values generated)
(3 real changes made)
(12 real changes made)
(2 real changes made)
(2 real changes made)
(1129 missing values generated)
(1130 real changes made)
(1129 missing values generated)
(7 real changes made)
(5 real changes made)
(0 real changes made)
(0 real changes made)
(1129 missing values generated)
(1130 real changes made)
(1129 missing values generated)
(1 real change made)
(16 real changes made)
(0 real changes made)
(0 real changes made)
(1125 missing values generated)
(1130 real changes made)
(1129 missing values generated)
(4 real changes made)
(1129 missing values generated)
(1 real change made)
(1129 missing values generated)
(2 real changes made)
(1129 missing values generated)
(1 real change made)
(1129 missing values generated)
(5 real changes made)
(18 real changes made)
(7 real changes made)
(5 real changes made)
(1128 missing values generated)
(1130 real changes made)
(1129 missing values generated)
(2 real changes made)
(1129 missing values generated)
(4 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(1129 missing values generated)
(1130 real changes made)
(1129 missing values generated)
(5 real changes made)
(76 real changes made)
(1 real change made)
(1 real change made)
(1126 missing values generated)
(1130 real changes made)
(1129 missing values generated)
(13 real changes made)
(1129 missing values generated)
(1 real change made)
(1129 missing values generated)
(1 real change made)
(1129 missing values generated)
(2 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(1129 missing values generated)
(1130 real changes made)
(1129 missing values generated)
(2 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(1129 missing values generated)
(1130 real changes made)
(1129 missing values generated)
(9 real changes made)
(18 real changes made)
(6 real changes made)
(1 real change made)
(1129 missing values generated)
(1130 real changes made)
(1129 missing values generated)
(1 real change made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(1126 missing values generated)
(1130 real changes made)
(1129 missing values generated)
(5 real changes made)
(1129 missing values generated)
(1 real change made)
(1129 missing values generated)
(3 real changes made)
(1129 missing values generated)
(8 real changes made)
(3 real changes made)
(4 real changes made)
(4 real changes made)
(1129 missing values generated)
(1130 real changes made)
(1129 missing values generated)
(6 real changes made)
(22 real changes made)
(5 real changes made)
(1 real change made)
(1128 missing values generated)
(1130 real changes made)
(1129 missing values generated)
(11 real changes made)
(1129 missing values generated)
(4 real changes made)
(14 real changes made)
(3 real changes made)
(2 real changes made)
(1129 missing values generated)
(1130 real changes made)
(1129 missing values generated)
(4 real changes made)
(0 real changes made)
(2 real changes made)
(1 real change made)
(463 observations deleted)
file patent files\spillover_pool_91.dta saved

    Result                           # of obs.
    -----------------------------------------
    not matched                         4,148
        from master                       718  (_merge==1)
        from using                      3,430  (_merge==2)

    matched                             1,115  (_merge==3)
    -----------------------------------------
(3430 observations deleted)
(718 missing values generated)
(718 missing values generated)
(1115 missing values generated)
(1833 real changes made)
(1832 missing values generated)
(1832 missing values generated)
(1832 missing values generated)
(1832 missing values generated)
(1832 missing values generated)
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(1832 missing values generated)
(1832 missing values generated)
(1832 missing values generated)
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(2 real changes made)
(1114 missing values generated)
(1115 real changes made)
(1114 missing values generated)
(9 real changes made)
(16 real changes made)
(7 real changes made)
(1 real change made)
(1114 missing values generated)
(1115 real changes made)
(1114 missing values generated)
(7 real changes made)
(15 real changes made)
(5 real changes made)
(1 real change made)
(1110 missing values generated)
(1115 real changes made)
(1114 missing values generated)
(13 real changes made)
(1114 missing values generated)
(8 real changes made)
(1114 missing values generated)
(8 real changes made)
(1114 missing values generated)
(1 real change made)
(1114 missing values generated)
(12 real changes made)
(32 real changes made)
(16 real changes made)
(5 real changes made)
(1113 missing values generated)
(1115 real changes made)
(1114 missing values generated)
(2 real changes made)
(1114 missing values generated)
(3 real changes made)
(8 real changes made)
(0 real changes made)
(0 real changes made)
(1114 missing values generated)
(1115 real changes made)
(1114 missing values generated)
(10 real changes made)
(62 real changes made)
(7 real changes made)
(1 real change made)
(1114 missing values generated)
(1115 real changes made)
(1114 missing values generated)
(9 real changes made)
(5 real changes made)
(3 real changes made)
(1 real change made)
(1114 missing values generated)
(1115 real changes made)
(1114 missing values generated)
(31 real changes made)
(37 real changes made)
(23 real changes made)
(1 real change made)
(1114 missing values generated)
(1115 real changes made)
(1114 missing values generated)
(13 real changes made)
(19 real changes made)
(9 real changes made)
(1 real change made)
(1113 missing values generated)
(1115 real changes made)
(1114 missing values generated)
(1 real change made)
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(3 real changes made)
(33 real changes made)
(0 real changes made)
(0 real changes made)
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(1114 missing values generated)
(1 real change made)
(0 real changes made)
(0 real changes made)
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(1115 real changes made)
(1114 missing values generated)
(26 real changes made)
(37 real changes made)
(22 real changes made)
(1 real change made)
(1113 missing values generated)
(1115 real changes made)
(1114 missing values generated)
(1 real change made)
(1114 missing values generated)
(31 real changes made)
(39 real changes made)
(25 real changes made)
(2 real changes made)
(1112 missing values generated)
(1115 real changes made)
(1114 missing values generated)
(13 real changes made)
(1114 missing values generated)
(7 real changes made)
(1114 missing values generated)
(23 real changes made)
(53 real changes made)
(15 real changes made)
(3 real changes made)
(1114 missing values generated)
(1115 real changes made)
(1114 missing values generated)
(2 real changes made)
(0 real changes made)
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(0 real changes made)
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(1114 missing values generated)
(1 real change made)
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(6 real changes made)
(24 real changes made)
(3 real changes made)
(2 real changes made)
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(1115 real changes made)
(1114 missing values generated)
(2 real changes made)
(19 real changes made)
(1 real change made)
(1 real change made)
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(1115 real changes made)
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(2 real changes made)
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(1 real change made)
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(1115 real changes made)
(1114 missing values generated)
(6 real changes made)
(5 real changes made)
(0 real changes made)
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(2 real changes made)
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(1114 missing values generated)
(1 real change made)
(1114 missing values generated)
(1 real change made)
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(5 real changes made)
(18 real changes made)
(7 real changes made)
(5 real changes made)
(1113 missing values generated)
(1115 real changes made)
(1114 missing values generated)
(4 real changes made)
(1114 missing values generated)
(2 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
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(1114 missing values generated)
(7 real changes made)
(1114 missing values generated)
(11 real changes made)
(1114 missing values generated)
(23 real changes made)
(79 real changes made)
(31 real changes made)
(3 real changes made)
(1114 missing values generated)
(1115 real changes made)
(1114 missing values generated)
(6 real changes made)
(81 real changes made)
(1 real change made)
(1 real change made)
(1111 missing values generated)
(1115 real changes made)
(1114 missing values generated)
(13 real changes made)
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(1 real change made)
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(3 real changes made)
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(1 real change made)
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(1114 missing values generated)
(1 real change made)
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(0 real changes made)
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(1115 real changes made)
(1114 missing values generated)
(1 real change made)
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(5 real changes made)
(1114 missing values generated)
(3 real changes made)
(1114 missing values generated)
(8 real changes made)
(3 real changes made)
(4 real changes made)
(4 real changes made)
(1114 missing values generated)
(1115 real changes made)
(1114 missing values generated)
(8 real changes made)
(22 real changes made)
(7 real changes made)
(1 real change made)
(1114 missing values generated)
(1115 real changes made)
(1114 missing values generated)
(3 real changes made)
(11 real changes made)
(2 real changes made)
(1 real change made)
(1114 missing values generated)
(1115 real changes made)
(1114 missing values generated)
(3 real changes made)
(0 real changes made)
(2 real changes made)
(1 real change made)
(454 observations deleted)
file patent files\spillover_pool_92.dta saved

    Result                           # of obs.
    -----------------------------------------
    not matched                         4,406
        from master                       732  (_merge==1)
        from using                      3,674  (_merge==2)

    matched                             1,102  (_merge==3)
    -----------------------------------------
(3674 observations deleted)
(732 missing values generated)
(732 missing values generated)
(1102 missing values generated)
(1834 real changes made)
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(1833 missing values generated)
(1833 missing values generated)
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(40 real changes made)
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(1101 missing values generated)
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(11 real changes made)
(10 real changes made)
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(7 real changes made)
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(4 real changes made)
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(9 real changes made)
(31 real changes made)
(8 real changes made)
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(6 real changes made)
(54 real changes made)
(17 real changes made)
(6 real changes made)
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(3 real changes made)
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(7 real changes made)
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(1101 missing values generated)
(19 real changes made)
(59 real changes made)
(12 real changes made)
(6 real changes made)
(1101 missing values generated)
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(1101 missing values generated)
(3 real changes made)
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(1101 missing values generated)
(17 real changes made)
(36 real changes made)
(13 real changes made)
(1 real change made)
(1101 missing values generated)
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(1101 missing values generated)
(9 real changes made)
(2 real changes made)
(3 real changes made)
(1 real change made)
(1099 missing values generated)
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(1101 missing values generated)
(1 real change made)
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(1 real change made)
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(4 real changes made)
(11 real changes made)
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(1100 missing values generated)
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(1101 missing values generated)
(6 real changes made)
(9 real changes made)
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(1101 missing values generated)
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(7 real changes made)
(48 real changes made)
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(1101 missing values generated)
(22 real changes made)
(43 real changes made)
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(1101 missing values generated)
(3 real changes made)
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(2 real changes made)
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(1100 missing values generated)
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(1101 missing values generated)
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(1101 missing values generated)
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(1101 missing values generated)
(10 real changes made)
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(1098 missing values generated)
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(1098 missing values generated)
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(7 real changes made)
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(11 real changes made)
(1101 missing values generated)
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(18 real changes made)
(10 real changes made)
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(1101 missing values generated)
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(1101 missing values generated)
(11 real changes made)
(47 real changes made)
(1 real change made)
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(3 real changes made)
(1101 missing values generated)
(32 real changes made)
(47 real changes made)
(17 real changes made)
(2 real changes made)
(1099 missing values generated)
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(1101 missing values generated)
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(7 real changes made)
(1101 missing values generated)
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(33 real changes made)
(14 real changes made)
(3 real changes made)
(1098 missing values generated)
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(1101 missing values generated)
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(1101 missing values generated)
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(1096 missing values generated)
(1102 real changes made)
(1101 missing values generated)
(30 real changes made)
(1101 missing values generated)
(6 real changes made)
(1101 missing values generated)
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(29 real changes made)
(1101 missing values generated)
(9 real changes made)
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(6 real changes made)
(1101 missing values generated)
(1102 real changes made)
(1101 missing values generated)
(29 real changes made)
(13 real changes made)
(25 real changes made)
(1 real change made)
(1101 missing values generated)
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(1097 missing values generated)
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(1101 missing values generated)
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(9 real changes made)
(1101 missing values generated)
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(1101 missing values generated)
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(15 real changes made)
(5 real changes made)
(1101 missing values generated)
(1102 real changes made)
(1101 missing values generated)
(29 real changes made)
(13 real changes made)
(25 real changes made)
(1 real change made)
(1098 missing values generated)
(1102 real changes made)
(1101 missing values generated)
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(1101 missing values generated)
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(4 real changes made)
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(1 real change made)
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(1100 missing values generated)
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(1101 missing values generated)
(3 real changes made)
(1101 missing values generated)
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(1101 missing values generated)
(1102 real changes made)
(1101 missing values generated)
(9 real changes made)
(15 real changes made)
(7 real changes made)
(1 real change made)
(1101 missing values generated)
(1102 real changes made)
(1101 missing values generated)
(7 real changes made)
(16 real changes made)
(5 real changes made)
(1 real change made)
(1097 missing values generated)
(1102 real changes made)
(1101 missing values generated)
(12 real changes made)
(1101 missing values generated)
(9 real changes made)
(1101 missing values generated)
(7 real changes made)
(1101 missing values generated)
(7 real changes made)
(1101 missing values generated)
(1 real change made)
(32 real changes made)
(13 real changes made)
(5 real changes made)
(1100 missing values generated)
(1102 real changes made)
(1101 missing values generated)
(3 real changes made)
(1101 missing values generated)
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(0 real changes made)
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(1101 missing values generated)
(1102 real changes made)
(1101 missing values generated)
(11 real changes made)
(64 real changes made)
(7 real changes made)
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(1101 missing values generated)
(1102 real changes made)
(1101 missing values generated)
(9 real changes made)
(5 real changes made)
(3 real changes made)
(1 real change made)
(1101 missing values generated)
(1102 real changes made)
(1101 missing values generated)
(32 real changes made)
(34 real changes made)
(23 real changes made)
(1 real change made)
(1101 missing values generated)
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(1101 missing values generated)
(12 real changes made)
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(8 real changes made)
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(1100 missing values generated)
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(1101 missing values generated)
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(1101 missing values generated)
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(25 real changes made)
(6 real changes made)
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(1101 missing values generated)
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(1100 missing values generated)
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(1101 missing values generated)
(1 real change made)
(1101 missing values generated)
(30 real changes made)
(38 real changes made)
(22 real changes made)
(2 real changes made)
(1100 missing values generated)
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(1101 missing values generated)
(1 real change made)
(1101 missing values generated)
(32 real changes made)
(36 real changes made)
(25 real changes made)
(2 real changes made)
(1099 missing values generated)
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(1101 missing values generated)
(12 real changes made)
(1101 missing values generated)
(22 real changes made)
(1101 missing values generated)
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(54 real changes made)
(14 real changes made)
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(1100 missing values generated)
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(1101 missing values generated)
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(1101 missing values generated)
(1102 real changes made)
(1101 missing values generated)
(2 real changes made)
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(1 real change made)
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(1101 missing values generated)
(2 real changes made)
(11 real changes made)
(1 real change made)
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(1101 missing values generated)
(1102 real changes made)
(1101 missing values generated)
(6 real changes made)
(6 real changes made)
(0 real changes made)
(0 real changes made)
(1097 missing values generated)
(1102 real changes made)
(1101 missing values generated)
(2 real changes made)
(1101 missing values generated)
(1 real change made)
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(4 real changes made)
(1101 missing values generated)
(2 real changes made)
(1101 missing values generated)
(4 real changes made)
(13 real changes made)
(6 real changes made)
(5 real changes made)
(1100 missing values generated)
(1102 real changes made)
(1101 missing values generated)
(5 real changes made)
(1101 missing values generated)
(2 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(1099 missing values generated)
(1102 real changes made)
(1101 missing values generated)
(8 real changes made)
(1101 missing values generated)
(12 real changes made)
(1101 missing values generated)
(22 real changes made)
(82 real changes made)
(30 real changes made)
(3 real changes made)
(1101 missing values generated)
(1102 real changes made)
(1101 missing values generated)
(5 real changes made)
(82 real changes made)
(1 real change made)
(1 real change made)
(1098 missing values generated)
(1102 real changes made)
(1101 missing values generated)
(3 real changes made)
(1101 missing values generated)
(1 real change made)
(1101 missing values generated)
(15 real changes made)
(1101 missing values generated)
(1 real change made)
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(0 real changes made)
(0 real changes made)
(1101 missing values generated)
(1102 real changes made)
(1101 missing values generated)
(2 real changes made)
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(0 real changes made)
(1101 missing values generated)
(1102 real changes made)
(1101 missing values generated)
(4 real changes made)
(22 real changes made)
(0 real changes made)
(0 real changes made)
(1101 missing values generated)
(1102 real changes made)
(1101 missing values generated)
(1 real change made)
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(0 real changes made)
(0 real changes made)
(1099 missing values generated)
(1102 real changes made)
(1101 missing values generated)
(3 real changes made)
(1101 missing values generated)
(6 real changes made)
(1101 missing values generated)
(8 real changes made)
(2 real changes made)
(4 real changes made)
(3 real changes made)
(1101 missing values generated)
(1102 real changes made)
(1101 missing values generated)
(9 real changes made)
(22 real changes made)
(7 real changes made)
(1 real change made)
(1101 missing values generated)
(1102 real changes made)
(1101 missing values generated)
(3 real changes made)
(11 real changes made)
(2 real changes made)
(1 real change made)
(1101 missing values generated)
(1102 real changes made)
(1101 missing values generated)
(3 real changes made)
(0 real changes made)
(2 real changes made)
(1 real change made)
(449 observations deleted)
file patent files\spillover_pool_93.dta saved

    Result                           # of obs.
    -----------------------------------------
    not matched                         4,731
        from master                       764  (_merge==1)
        from using                      3,967  (_merge==2)

    matched                             1,053  (_merge==3)
    -----------------------------------------
(3967 observations deleted)
(764 missing values generated)
(764 missing values generated)
(1053 missing values generated)
(1817 real changes made)
(1816 missing values generated)
(1816 missing values generated)
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(7 real changes made)
(1052 missing values generated)
(10 real changes made)
(32 real changes made)
(19 real changes made)
(3 real changes made)
(1052 missing values generated)
(1053 real changes made)
(1052 missing values generated)
(11 real changes made)
(1 real change made)
(7 real changes made)
(1 real change made)
(1052 missing values generated)
(1053 real changes made)
(1052 missing values generated)
(12 real changes made)
(5 real changes made)
(9 real changes made)
(1 real change made)
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(1053 real changes made)
(1052 missing values generated)
(11 real changes made)
(1 real change made)
(8 real changes made)
(1 real change made)
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(1053 real changes made)
(1052 missing values generated)
(3 real changes made)
(0 real changes made)
(1 real change made)
(1 real change made)
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(5 real changes made)
(1 real change made)
(1 real change made)
(1 real change made)
(1052 missing values generated)
(1053 real changes made)
(1052 missing values generated)
(7 real changes made)
(18 real changes made)
(5 real changes made)
(1 real change made)
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(1053 real changes made)
(1052 missing values generated)
(7 real changes made)
(1052 missing values generated)
(12 real changes made)
(7 real changes made)
(14 real changes made)
(2 real changes made)
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(1052 missing values generated)
(4 real changes made)
(1052 missing values generated)
(13 real changes made)
(25 real changes made)
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(2 real changes made)
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(1053 real changes made)
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(9 real changes made)
(30 real changes made)
(8 real changes made)
(1 real change made)
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(1052 missing values generated)
(27 real changes made)
(1052 missing values generated)
(3 real changes made)
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(2 real changes made)
(1052 missing values generated)
(20 real changes made)
(74 real changes made)
(40 real changes made)
(4 real changes made)
(1047 missing values generated)
(1053 real changes made)
(1052 missing values generated)
(6 real changes made)
(1052 missing values generated)
(28 real changes made)
(1052 missing values generated)
(3 real changes made)
(1052 missing values generated)
(6 real changes made)
(1052 missing values generated)
(5 real changes made)
(1052 missing values generated)
(1 real change made)
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(16 real changes made)
(6 real changes made)
(1047 missing values generated)
(1053 real changes made)
(1052 missing values generated)
(10 real changes made)
(1052 missing values generated)
(2 real changes made)
(1052 missing values generated)
(20 real changes made)
(1052 missing values generated)
(6 real changes made)
(1052 missing values generated)
(1 real change made)
(1052 missing values generated)
(3 real changes made)
(54 real changes made)
(11 real changes made)
(6 real changes made)
(1052 missing values generated)
(1053 real changes made)
(1052 missing values generated)
(2 real changes made)
(0 real changes made)
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(0 real changes made)
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(1052 missing values generated)
(7 real changes made)
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(4 real changes made)
(1052 missing values generated)
(10 real changes made)
(8 real changes made)
(3 real changes made)
(3 real changes made)
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(1053 real changes made)
(1052 missing values generated)
(17 real changes made)
(34 real changes made)
(13 real changes made)
(1 real change made)
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(1053 real changes made)
(1052 missing values generated)
(8 real changes made)
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(1 real change made)
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(1053 real changes made)
(1052 missing values generated)
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(1 real change made)
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(3 real changes made)
(11 real changes made)
(2 real changes made)
(3 real changes made)
(1051 missing values generated)
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(1052 missing values generated)
(6 real changes made)
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(2 real changes made)
(8 real changes made)
(5 real changes made)
(2 real changes made)
(1050 missing values generated)
(1053 real changes made)
(1052 missing values generated)
(15 real changes made)
(1052 missing values generated)
(1 real change made)
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(6 real changes made)
(42 real changes made)
(2 real changes made)
(3 real changes made)
(1052 missing values generated)
(1053 real changes made)
(1052 missing values generated)
(2 real changes made)
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(0 real changes made)
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(20 real changes made)
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(2 real changes made)
(1 real change made)
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(1052 missing values generated)
(3 real changes made)
(4 real changes made)
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(1 real change made)
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(3 real changes made)
(3 real changes made)
(2 real changes made)
(2 real changes made)
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(1053 real changes made)
(1052 missing values generated)
(12 real changes made)
(7 real changes made)
(1 real change made)
(1 real change made)
(1052 missing values generated)
(1053 real changes made)
(1052 missing values generated)
(5 real changes made)
(1 real change made)
(2 real changes made)
(1 real change made)
(1052 missing values generated)
(1053 real changes made)
(1052 missing values generated)
(1 real change made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(1049 missing values generated)
(1053 real changes made)
(1052 missing values generated)
(1 real change made)
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(1052 missing values generated)
(3 real changes made)
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(1 real change made)
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(0 real changes made)
(0 real changes made)
(1048 missing values generated)
(1053 real changes made)
(1052 missing values generated)
(9 real changes made)
(1052 missing values generated)
(9 real changes made)
(1052 missing values generated)
(4 real changes made)
(1052 missing values generated)
(5 real changes made)
(1052 missing values generated)
(6 real changes made)
(14 real changes made)
(15 real changes made)
(5 real changes made)
(1052 missing values generated)
(1053 real changes made)
(1052 missing values generated)
(9 real changes made)
(42 real changes made)
(1 real change made)
(1 real change made)
(1052 missing values generated)
(1053 real changes made)
(1052 missing values generated)
(4 real changes made)
(8 real changes made)
(0 real changes made)
(0 real changes made)
(1051 missing values generated)
(1053 real changes made)
(1052 missing values generated)
(3 real changes made)
(1052 missing values generated)
(30 real changes made)
(42 real changes made)
(17 real changes made)
(2 real changes made)
(1050 missing values generated)
(1053 real changes made)
(1052 missing values generated)
(1 real change made)
(1052 missing values generated)
(7 real changes made)
(1052 missing values generated)
(13 real changes made)
(43 real changes made)
(4 real changes made)
(3 real changes made)
(1051 missing values generated)
(1053 real changes made)
(1052 missing values generated)
(1 real change made)
(1052 missing values generated)
(1 real change made)
(5 real changes made)
(0 real changes made)
(0 real changes made)
(1052 missing values generated)
(1053 real changes made)
(1052 missing values generated)
(17 real changes made)
(8 real changes made)
(13 real changes made)
(1 real change made)
(1048 missing values generated)
(1053 real changes made)
(1052 missing values generated)
(6 real changes made)
(1052 missing values generated)
(10 real changes made)
(1052 missing values generated)
(6 real changes made)
(1052 missing values generated)
(28 real changes made)
(1052 missing values generated)
(2 real changes made)
(114 real changes made)
(38 real changes made)
(5 real changes made)
(1052 missing values generated)
(1053 real changes made)
(1052 missing values generated)
(27 real changes made)
(13 real changes made)
(25 real changes made)
(1 real change made)
(1052 missing values generated)
(1053 real changes made)
(1052 missing values generated)
(3 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(1047 missing values generated)
(1053 real changes made)
(1052 missing values generated)
(5 real changes made)
(1052 missing values generated)
(1 real change made)
(1052 missing values generated)
(9 real changes made)
(1052 missing values generated)
(2 real changes made)
(1052 missing values generated)
(7 real changes made)
(1052 missing values generated)
(1 real change made)
(37 real changes made)
(15 real changes made)
(6 real changes made)
(1052 missing values generated)
(1053 real changes made)
(1052 missing values generated)
(27 real changes made)
(13 real changes made)
(25 real changes made)
(1 real change made)
(1049 missing values generated)
(1053 real changes made)
(1052 missing values generated)
(3 real changes made)
(1052 missing values generated)
(1 real change made)
(1052 missing values generated)
(5 real changes made)
(1052 missing values generated)
(4 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(1051 missing values generated)
(1053 real changes made)
(1052 missing values generated)
(3 real changes made)
(1052 missing values generated)
(1 real change made)
(14 real changes made)
(1 real change made)
(2 real changes made)
(1052 missing values generated)
(1053 real changes made)
(1052 missing values generated)
(8 real changes made)
(12 real changes made)
(6 real changes made)
(1 real change made)
(1052 missing values generated)
(1053 real changes made)
(1052 missing values generated)
(6 real changes made)
(16 real changes made)
(4 real changes made)
(1 real change made)
(1048 missing values generated)
(1053 real changes made)
(1052 missing values generated)
(12 real changes made)
(1052 missing values generated)
(1 real change made)
(1052 missing values generated)
(7 real changes made)
(1052 missing values generated)
(9 real changes made)
(1052 missing values generated)
(6 real changes made)
(30 real changes made)
(13 real changes made)
(5 real changes made)
(1051 missing values generated)
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(10 real changes made)
(0 real changes made)
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(1052 missing values generated)
(12 real changes made)
(57 real changes made)
(8 real changes made)
(1 real change made)
(1052 missing values generated)
(1053 real changes made)
(1052 missing values generated)
(9 real changes made)
(5 real changes made)
(3 real changes made)
(1 real change made)
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(1052 missing values generated)
(12 real changes made)
(20 real changes made)
(8 real changes made)
(1 real change made)
(1051 missing values generated)
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(1052 missing values generated)
(4 real changes made)
(1052 missing values generated)
(1 real change made)
(25 real changes made)
(0 real changes made)
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(1051 missing values generated)
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(28 real changes made)
(33 real changes made)
(19 real changes made)
(2 real changes made)
(1051 missing values generated)
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(1052 missing values generated)
(1 real change made)
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(30 real changes made)
(31 real changes made)
(23 real changes made)
(2 real changes made)
(1050 missing values generated)
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(12 real changes made)
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(15 real changes made)
(1052 missing values generated)
(20 real changes made)
(49 real changes made)
(14 real changes made)
(3 real changes made)
(1052 missing values generated)
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(1052 missing values generated)
(2 real changes made)
(4 real changes made)
(1 real change made)
(1 real change made)
(1052 missing values generated)
(1053 real changes made)
(1052 missing values generated)
(2 real changes made)
(19 real changes made)
(1 real change made)
(1 real change made)
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(1052 missing values generated)
(5 real changes made)
(4 real changes made)
(0 real changes made)
(0 real changes made)
(1048 missing values generated)
(1053 real changes made)
(1052 missing values generated)
(2 real changes made)
(1052 missing values generated)
(2 real changes made)
(1052 missing values generated)
(1 real change made)
(1052 missing values generated)
(4 real changes made)
(1052 missing values generated)
(6 real changes made)
(13 real changes made)
(8 real changes made)
(5 real changes made)
(1051 missing values generated)
(1053 real changes made)
(1052 missing values generated)
(5 real changes made)
(1052 missing values generated)
(2 real changes made)
(0 real changes made)
(0 real changes made)
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(1050 missing values generated)
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(6 real changes made)
(1052 missing values generated)
(12 real changes made)
(1052 missing values generated)
(20 real changes made)
(70 real changes made)
(27 real changes made)
(3 real changes made)
(1052 missing values generated)
(1053 real changes made)
(1052 missing values generated)
(6 real changes made)
(70 real changes made)
(1 real change made)
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(1052 missing values generated)
(1 real change made)
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(1 real change made)
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(3 real changes made)
(0 real changes made)
(0 real changes made)
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(1052 missing values generated)
(3 real changes made)
(22 real changes made)
(0 real changes made)
(0 real changes made)
(1051 missing values generated)
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(1052 missing values generated)
(5 real changes made)
(1052 missing values generated)
(6 real changes made)
(1 real change made)
(3 real changes made)
(2 real changes made)
(1052 missing values generated)
(1053 real changes made)
(1052 missing values generated)
(10 real changes made)
(17 real changes made)
(7 real changes made)
(1 real change made)
(1052 missing values generated)
(1053 real changes made)
(1052 missing values generated)
(3 real changes made)
(11 real changes made)
(2 real changes made)
(1 real change made)
(1052 missing values generated)
(1053 real changes made)
(1052 missing values generated)
(2 real changes made)
(0 real changes made)
(1 real change made)
(1 real change made)
(427 observations deleted)
file patent files\spillover_pool_94.dta saved

    Result                           # of obs.
    -----------------------------------------
    not matched                         5,439
        from master                       792  (_merge==1)
        from using                      4,647  (_merge==2)

    matched                               993  (_merge==3)
    -----------------------------------------
(4647 observations deleted)
(792 missing values generated)
(792 missing values generated)
(993 missing values generated)
(1785 real changes made)
(1784 missing values generated)
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(1784 missing values generated)
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(1784 missing values generated)
(1784 missing values generated)
(1784 missing values generated)
(1784 missing values generated)
(1784 missing values generated)
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(1 real change made)
(991 missing values generated)
(993 real changes made)
(992 missing values generated)
(7 real changes made)
(992 missing values generated)
(6 real changes made)
(10 real changes made)
(6 real changes made)
(2 real changes made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(5 real changes made)
(0 real changes made)
(3 real changes made)
(1 real change made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(9 real changes made)
(8 real changes made)
(7 real changes made)
(1 real change made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(15 real changes made)
(8 real changes made)
(12 real changes made)
(1 real change made)
(991 missing values generated)
(993 real changes made)
(992 missing values generated)
(1 real change made)
(992 missing values generated)
(1 real change made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(9 real changes made)
(8 real changes made)
(7 real changes made)
(1 real change made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(14 real changes made)
(13 real changes made)
(5 real changes made)
(1 real change made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(11 real changes made)
(16 real changes made)
(7 real changes made)
(1 real change made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(29 real changes made)
(36 real changes made)
(19 real changes made)
(1 real change made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(8 real changes made)
(6 real changes made)
(6 real changes made)
(1 real change made)
(991 missing values generated)
(993 real changes made)
(992 missing values generated)
(1 real change made)
(992 missing values generated)
(1 real change made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(1 real change made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(2 real changes made)
(1 real change made)
(1 real change made)
(1 real change made)
(990 missing values generated)
(993 real changes made)
(992 missing values generated)
(29 real changes made)
(992 missing values generated)
(3 real changes made)
(992 missing values generated)
(1 real change made)
(57 real changes made)
(22 real changes made)
(3 real changes made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(2 real changes made)
(1 real change made)
(0 real changes made)
(0 real changes made)
(988 missing values generated)
(993 real changes made)
(992 missing values generated)
(6 real changes made)
(992 missing values generated)
(3 real changes made)
(992 missing values generated)
(4 real changes made)
(992 missing values generated)
(6 real changes made)
(992 missing values generated)
(4 real changes made)
(12 real changes made)
(1 real change made)
(0 real changes made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(2 real changes made)
(3 real changes made)
(0 real changes made)
(0 real changes made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(9 real changes made)
(8 real changes made)
(7 real changes made)
(1 real change made)
(990 missing values generated)
(993 real changes made)
(992 missing values generated)
(8 real changes made)
(992 missing values generated)
(7 real changes made)
(992 missing values generated)
(10 real changes made)
(33 real changes made)
(17 real changes made)
(3 real changes made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(9 real changes made)
(1 real change made)
(6 real changes made)
(1 real change made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(11 real changes made)
(5 real changes made)
(8 real changes made)
(1 real change made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(9 real changes made)
(1 real change made)
(7 real changes made)
(1 real change made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(3 real changes made)
(0 real changes made)
(1 real change made)
(1 real change made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(6 real changes made)
(1 real change made)
(1 real change made)
(1 real change made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(7 real changes made)
(13 real changes made)
(5 real changes made)
(1 real change made)
(991 missing values generated)
(993 real changes made)
(992 missing values generated)
(8 real changes made)
(992 missing values generated)
(11 real changes made)
(7 real changes made)
(13 real changes made)
(2 real changes made)
(991 missing values generated)
(993 real changes made)
(992 missing values generated)
(4 real changes made)
(992 missing values generated)
(12 real changes made)
(25 real changes made)
(8 real changes made)
(2 real changes made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(7 real changes made)
(22 real changes made)
(6 real changes made)
(1 real change made)
(989 missing values generated)
(993 real changes made)
(992 missing values generated)
(3 real changes made)
(992 missing values generated)
(27 real changes made)
(992 missing values generated)
(1 real change made)
(992 missing values generated)
(20 real changes made)
(74 real changes made)
(39 real changes made)
(4 real changes made)
(987 missing values generated)
(993 real changes made)
(992 missing values generated)
(1 real change made)
(992 missing values generated)
(6 real changes made)
(992 missing values generated)
(3 real changes made)
(992 missing values generated)
(29 real changes made)
(992 missing values generated)
(6 real changes made)
(992 missing values generated)
(8 real changes made)
(54 real changes made)
(18 real changes made)
(6 real changes made)
(987 missing values generated)
(993 real changes made)
(992 missing values generated)
(1 real change made)
(992 missing values generated)
(4 real changes made)
(992 missing values generated)
(2 real changes made)
(992 missing values generated)
(14 real changes made)
(992 missing values generated)
(18 real changes made)
(992 missing values generated)
(8 real changes made)
(54 real changes made)
(7 real changes made)
(6 real changes made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(2 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(990 missing values generated)
(993 real changes made)
(992 missing values generated)
(10 real changes made)
(992 missing values generated)
(4 real changes made)
(992 missing values generated)
(8 real changes made)
(3 real changes made)
(4 real changes made)
(3 real changes made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(15 real changes made)
(36 real changes made)
(12 real changes made)
(1 real change made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(11 real changes made)
(1 real change made)
(2 real changes made)
(1 real change made)
(991 missing values generated)
(993 real changes made)
(992 missing values generated)
(1 real change made)
(992 missing values generated)
(3 real changes made)
(13 real changes made)
(2 real changes made)
(2 real changes made)
(991 missing values generated)
(993 real changes made)
(992 missing values generated)
(1 real change made)
(992 missing values generated)
(6 real changes made)
(9 real changes made)
(4 real changes made)
(2 real changes made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(2 real changes made)
(2 real changes made)
(0 real changes made)
(0 real changes made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(2 real changes made)
(1 real change made)
(0 real changes made)
(0 real changes made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(20 real changes made)
(41 real changes made)
(2 real changes made)
(1 real change made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(3 real changes made)
(4 real changes made)
(2 real changes made)
(1 real change made)
(991 missing values generated)
(993 real changes made)
(992 missing values generated)
(1 real change made)
(992 missing values generated)
(3 real changes made)
(3 real changes made)
(2 real changes made)
(2 real changes made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(14 real changes made)
(4 real changes made)
(1 real change made)
(1 real change made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(4 real changes made)
(0 real changes made)
(1 real change made)
(1 real change made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(1 real change made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(991 missing values generated)
(993 real changes made)
(992 missing values generated)
(3 real changes made)
(992 missing values generated)
(1 real change made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(988 missing values generated)
(993 real changes made)
(992 missing values generated)
(4 real changes made)
(992 missing values generated)
(7 real changes made)
(992 missing values generated)
(8 real changes made)
(992 missing values generated)
(4 real changes made)
(992 missing values generated)
(6 real changes made)
(15 real changes made)
(13 real changes made)
(5 real changes made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(8 real changes made)
(40 real changes made)
(0 real changes made)
(0 real changes made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(3 real changes made)
(8 real changes made)
(0 real changes made)
(0 real changes made)
(991 missing values generated)
(993 real changes made)
(992 missing values generated)
(28 real changes made)
(992 missing values generated)
(3 real changes made)
(44 real changes made)
(18 real changes made)
(2 real changes made)
(990 missing values generated)
(993 real changes made)
(992 missing values generated)
(6 real changes made)
(992 missing values generated)
(11 real changes made)
(992 missing values generated)
(1 real change made)
(44 real changes made)
(3 real changes made)
(3 real changes made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(6 real changes made)
(3 real changes made)
(0 real changes made)
(0 real changes made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(15 real changes made)
(8 real changes made)
(12 real changes made)
(1 real change made)
(988 missing values generated)
(993 real changes made)
(992 missing values generated)
(6 real changes made)
(992 missing values generated)
(10 real changes made)
(992 missing values generated)
(2 real changes made)
(992 missing values generated)
(29 real changes made)
(992 missing values generated)
(8 real changes made)
(120 real changes made)
(40 real changes made)
(5 real changes made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(27 real changes made)
(13 real changes made)
(24 real changes made)
(1 real change made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(3 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(27 real changes made)
(13 real changes made)
(24 real changes made)
(1 real change made)
(988 missing values generated)
(993 real changes made)
(992 missing values generated)
(3 real changes made)
(992 missing values generated)
(1 real change made)
(992 missing values generated)
(3 real changes made)
(992 missing values generated)
(4 real changes made)
(992 missing values generated)
(4 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(991 missing values generated)
(993 real changes made)
(992 missing values generated)
(1 real change made)
(992 missing values generated)
(3 real changes made)
(12 real changes made)
(1 real change made)
(2 real changes made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(7 real changes made)
(12 real changes made)
(5 real changes made)
(1 real change made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(6 real changes made)
(14 real changes made)
(4 real changes made)
(1 real change made)
(990 missing values generated)
(993 real changes made)
(992 missing values generated)
(6 real changes made)
(992 missing values generated)
(9 real changes made)
(992 missing values generated)
(11 real changes made)
(28 real changes made)
(13 real changes made)
(3 real changes made)
(991 missing values generated)
(993 real changes made)
(992 missing values generated)
(3 real changes made)
(992 missing values generated)
(29 real changes made)
(8 real changes made)
(0 real changes made)
(0 real changes made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(11 real changes made)
(54 real changes made)
(8 real changes made)
(1 real change made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(9 real changes made)
(3 real changes made)
(3 real changes made)
(1 real change made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(11 real changes made)
(17 real changes made)
(8 real changes made)
(1 real change made)
(991 missing values generated)
(993 real changes made)
(992 missing values generated)
(1 real change made)
(992 missing values generated)
(5 real changes made)
(24 real changes made)
(1 real change made)
(2 real changes made)
(991 missing values generated)
(993 real changes made)
(992 missing values generated)
(29 real changes made)
(992 missing values generated)
(1 real change made)
(35 real changes made)
(20 real changes made)
(2 real changes made)
(991 missing values generated)
(993 real changes made)
(992 missing values generated)
(1 real change made)
(992 missing values generated)
(28 real changes made)
(32 real changes made)
(22 real changes made)
(2 real changes made)
(990 missing values generated)
(993 real changes made)
(992 missing values generated)
(20 real changes made)
(992 missing values generated)
(11 real changes made)
(992 missing values generated)
(14 real changes made)
(52 real changes made)
(14 real changes made)
(3 real changes made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(3 real changes made)
(4 real changes made)
(1 real change made)
(1 real change made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(1 real change made)
(18 real changes made)
(0 real changes made)
(0 real changes made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(5 real changes made)
(3 real changes made)
(0 real changes made)
(0 real changes made)
(988 missing values generated)
(993 real changes made)
(992 missing values generated)
(1 real change made)
(992 missing values generated)
(1 real change made)
(992 missing values generated)
(4 real changes made)
(992 missing values generated)
(1 real change made)
(992 missing values generated)
(6 real changes made)
(13 real changes made)
(8 real changes made)
(5 real changes made)
(991 missing values generated)
(993 real changes made)
(992 missing values generated)
(6 real changes made)
(992 missing values generated)
(2 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(990 missing values generated)
(993 real changes made)
(992 missing values generated)
(20 real changes made)
(992 missing values generated)
(11 real changes made)
(992 missing values generated)
(8 real changes made)
(76 real changes made)
(27 real changes made)
(3 real changes made)
(991 missing values generated)
(993 real changes made)
(992 missing values generated)
(11 real changes made)
(992 missing values generated)
(5 real changes made)
(70 real changes made)
(1 real change made)
(2 real changes made)
(990 missing values generated)
(993 real changes made)
(992 missing values generated)
(1 real change made)
(992 missing values generated)
(3 real changes made)
(992 missing values generated)
(1 real change made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(2 real changes made)
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(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(5 real changes made)
(23 real changes made)
(0 real changes made)
(0 real changes made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(1 real change made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(6 real changes made)
(1 real change made)
(3 real changes made)
(1 real change made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(10 real changes made)
(16 real changes made)
(7 real changes made)
(1 real change made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(3 real changes made)
(12 real changes made)
(2 real changes made)
(1 real change made)
(992 missing values generated)
(993 real changes made)
(992 missing values generated)
(2 real changes made)
(0 real changes made)
(1 real change made)
(1 real change made)
(395 observations deleted)
file patent files\spillover_pool_95.dta saved

    Result                           # of obs.
    -----------------------------------------
    not matched                         5,699
        from master                       812  (_merge==1)
        from using                      4,887  (_merge==2)

    matched                               953  (_merge==3)
    -----------------------------------------
(4887 observations deleted)
(812 missing values generated)
(812 missing values generated)
(953 missing values generated)
(1765 real changes made)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
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(1764 missing values generated)
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(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
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(1764 missing values generated)
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(1764 missing values generated)
(1764 missing values generated)
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(1764 missing values generated)
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(1764 missing values generated)
(1764 missing values generated)
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(1764 missing values generated)
(1764 missing values generated)
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(1764 missing values generated)
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(1764 missing values generated)
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(1764 missing values generated)
(1764 missing values generated)
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(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
(1764 missing values generated)
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(953 real changes made)
(952 missing values generated)
(2 real changes made)
(952 missing values generated)
(1 real change made)
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(5 real changes made)
(952 missing values generated)
(6 real changes made)
(952 missing values generated)
(4 real changes made)
(11 real changes made)
(1 real change made)
(0 real changes made)
(952 missing values generated)
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(2 real changes made)
(3 real changes made)
(0 real changes made)
(0 real changes made)
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(8 real changes made)
(7 real changes made)
(6 real changes made)
(1 real change made)
(950 missing values generated)
(953 real changes made)
(952 missing values generated)
(10 real changes made)
(952 missing values generated)
(8 real changes made)
(952 missing values generated)
(7 real changes made)
(31 real changes made)
(17 real changes made)
(3 real changes made)
(952 missing values generated)
(953 real changes made)
(952 missing values generated)
(9 real changes made)
(1 real change made)
(6 real changes made)
(1 real change made)
(952 missing values generated)
(953 real changes made)
(952 missing values generated)
(11 real changes made)
(6 real changes made)
(8 real changes made)
(1 real change made)
(952 missing values generated)
(953 real changes made)
(952 missing values generated)
(9 real changes made)
(1 real change made)
(7 real changes made)
(1 real change made)
(952 missing values generated)
(953 real changes made)
(952 missing values generated)
(3 real changes made)
(0 real changes made)
(1 real change made)
(1 real change made)
(952 missing values generated)
(953 real changes made)
(952 missing values generated)
(6 real changes made)
(2 real changes made)
(1 real change made)
(1 real change made)
(951 missing values generated)
(953 real changes made)
(952 missing values generated)
(6 real changes made)
(952 missing values generated)
(26 real changes made)
(110 real changes made)
(22 real changes made)
(2 real changes made)
(952 missing values generated)
(953 real changes made)
(952 missing values generated)
(6 real changes made)
(11 real changes made)
(4 real changes made)
(1 real change made)
(951 missing values generated)
(953 real changes made)
(952 missing values generated)
(11 real changes made)
(952 missing values generated)
(9 real changes made)
(8 real changes made)
(13 real changes made)
(2 real changes made)
(951 missing values generated)
(953 real changes made)
(952 missing values generated)
(4 real changes made)
(952 missing values generated)
(10 real changes made)
(25 real changes made)
(8 real changes made)
(2 real changes made)
(952 missing values generated)
(953 real changes made)
(952 missing values generated)
(6 real changes made)
(25 real changes made)
(5 real changes made)
(1 real change made)
(950 missing values generated)
(953 real changes made)
(952 missing values generated)
(4 real changes made)
(952 missing values generated)
(1 real change made)
(952 missing values generated)
(28 real changes made)
(79 real changes made)
(26 real changes made)
(3 real changes made)
(948 missing values generated)
(953 real changes made)
(952 missing values generated)
(3 real changes made)
(952 missing values generated)
(26 real changes made)
(952 missing values generated)
(3 real changes made)
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(6 real changes made)
(952 missing values generated)
(8 real changes made)
(47 real changes made)
(17 real changes made)
(5 real changes made)
(947 missing values generated)
(953 real changes made)
(952 missing values generated)
(1 real change made)
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(12 real changes made)
(952 missing values generated)
(1 real change made)
(952 missing values generated)
(18 real changes made)
(952 missing values generated)
(8 real changes made)
(952 missing values generated)
(2 real changes made)
(49 real changes made)
(6 real changes made)
(6 real changes made)
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(2 real changes made)
(0 real changes made)
(0 real changes made)
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(950 missing values generated)
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(9 real changes made)
(4 real changes made)
(3 real changes made)
(3 real changes made)
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(953 real changes made)
(952 missing values generated)
(14 real changes made)
(35 real changes made)
(11 real changes made)
(1 real change made)
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(953 real changes made)
(952 missing values generated)
(11 real changes made)
(1 real change made)
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(952 missing values generated)
(1 real change made)
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(4 real changes made)
(8 real changes made)
(3 real changes made)
(2 real changes made)
(951 missing values generated)
(953 real changes made)
(952 missing values generated)
(6 real changes made)
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(1 real change made)
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(4 real changes made)
(2 real changes made)
(952 missing values generated)
(953 real changes made)
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(2 real changes made)
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(2 real changes made)
(1 real change made)
(0 real changes made)
(0 real changes made)
(952 missing values generated)
(953 real changes made)
(952 missing values generated)
(17 real changes made)
(40 real changes made)
(2 real changes made)
(1 real change made)
(952 missing values generated)
(953 real changes made)
(952 missing values generated)
(3 real changes made)
(4 real changes made)
(2 real changes made)
(1 real change made)
(951 missing values generated)
(953 real changes made)
(952 missing values generated)
(2 real changes made)
(952 missing values generated)
(3 real changes made)
(3 real changes made)
(2 real changes made)
(2 real changes made)
(952 missing values generated)
(953 real changes made)
(952 missing values generated)
(12 real changes made)
(4 real changes made)
(1 real change made)
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(953 real changes made)
(952 missing values generated)
(3 real changes made)
(0 real changes made)
(1 real change made)
(1 real change made)
(952 missing values generated)
(953 real changes made)
(952 missing values generated)
(1 real change made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(951 missing values generated)
(953 real changes made)
(952 missing values generated)
(2 real changes made)
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(1 real change made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(948 missing values generated)
(953 real changes made)
(952 missing values generated)
(4 real changes made)
(952 missing values generated)
(4 real changes made)
(952 missing values generated)
(6 real changes made)
(952 missing values generated)
(8 real changes made)
(952 missing values generated)
(6 real changes made)
(15 real changes made)
(12 real changes made)
(5 real changes made)
(952 missing values generated)
(953 real changes made)
(952 missing values generated)
(8 real changes made)
(38 real changes made)
(1 real change made)
(1 real change made)
(952 missing values generated)
(953 real changes made)
(952 missing values generated)
(1 real change made)
(8 real changes made)
(0 real changes made)
(0 real changes made)
(951 missing values generated)
(953 real changes made)
(952 missing values generated)
(26 real changes made)
(952 missing values generated)
(3 real changes made)
(43 real changes made)
(17 real changes made)
(2 real changes made)
(950 missing values generated)
(953 real changes made)
(952 missing values generated)
(2 real changes made)
(952 missing values generated)
(10 real changes made)
(952 missing values generated)
(6 real changes made)
(48 real changes made)
(3 real changes made)
(3 real changes made)
(952 missing values generated)
(953 real changes made)
(952 missing values generated)
(6 real changes made)
(3 real changes made)
(0 real changes made)
(0 real changes made)
(952 missing values generated)
(953 real changes made)
(952 missing values generated)
(14 real changes made)
(7 real changes made)
(11 real changes made)
(1 real change made)
(948 missing values generated)
(953 real changes made)
(952 missing values generated)
(8 real changes made)
(952 missing values generated)
(6 real changes made)
(952 missing values generated)
(26 real changes made)
(952 missing values generated)
(10 real changes made)
(952 missing values generated)
(2 real changes made)
(108 real changes made)
(38 real changes made)
(5 real changes made)
(952 missing values generated)
(953 real changes made)
(952 missing values generated)
(28 real changes made)
(11 real changes made)
(24 real changes made)
(1 real change made)
(952 missing values generated)
(953 real changes made)
(952 missing values generated)
(3 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(952 missing values generated)
(953 real changes made)
(952 missing values generated)
(28 real changes made)
(11 real changes made)
(24 real changes made)
(1 real change made)
(950 missing values generated)
(953 real changes made)
(952 missing values generated)
(3 real changes made)
(952 missing values generated)
(4 real changes made)
(952 missing values generated)
(3 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(951 missing values generated)
(953 real changes made)
(952 missing values generated)
(2 real changes made)
(952 missing values generated)
(1 real change made)
(11 real changes made)
(1 real change made)
(2 real changes made)
(952 missing values generated)
(953 real changes made)
(952 missing values generated)
(7 real changes made)
(11 real changes made)
(5 real changes made)
(1 real change made)
(952 missing values generated)
(953 real changes made)
(952 missing values generated)
(6 real changes made)
(13 real changes made)
(4 real changes made)
(1 real change made)
(950 missing values generated)
(953 real changes made)
(952 missing values generated)
(10 real changes made)
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(6 real changes made)
(952 missing values generated)
(10 real changes made)
(25 real changes made)
(12 real changes made)
(3 real changes made)
(951 missing values generated)
(953 real changes made)
(952 missing values generated)
(26 real changes made)
(952 missing values generated)
(10 real changes made)
(8 real changes made)
(0 real changes made)
(0 real changes made)
(952 missing values generated)
(953 real changes made)
(952 missing values generated)
(10 real changes made)
(51 real changes made)
(7 real changes made)
(1 real change made)
(952 missing values generated)
(953 real changes made)
(952 missing values generated)
(10 real changes made)
(5 real changes made)
(3 real changes made)
(1 real change made)
(952 missing values generated)
(953 real changes made)
(952 missing values generated)
(10 real changes made)
(16 real changes made)
(7 real changes made)
(1 real change made)
(951 missing values generated)
(953 real changes made)
(952 missing values generated)
(5 real changes made)
(952 missing values generated)
(1 real change made)
(23 real changes made)
(1 real change made)
(2 real changes made)
(951 missing values generated)
(953 real changes made)
(952 missing values generated)
(26 real changes made)
(952 missing values generated)
(1 real change made)
(33 real changes made)
(18 real changes made)
(2 real changes made)
(951 missing values generated)
(953 real changes made)
(952 missing values generated)
(1 real change made)
(952 missing values generated)
(26 real changes made)
(32 real changes made)
(20 real changes made)
(2 real changes made)
(950 missing values generated)
(953 real changes made)
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(13 real changes made)
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(10 real changes made)
(952 missing values generated)
(17 real changes made)
(47 real changes made)
(11 real changes made)
(3 real changes made)
(952 missing values generated)
(953 real changes made)
(952 missing values generated)
(3 real changes made)
(5 real changes made)
(1 real change made)
(1 real change made)
(952 missing values generated)
(953 real changes made)
(952 missing values generated)
(1 real change made)
(18 real changes made)
(0 real changes made)
(0 real changes made)
(952 missing values generated)
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(952 missing values generated)
(5 real changes made)
(3 real changes made)
(0 real changes made)
(0 real changes made)
(948 missing values generated)
(953 real changes made)
(952 missing values generated)
(1 real change made)
(952 missing values generated)
(6 real changes made)
(952 missing values generated)
(4 real changes made)
(952 missing values generated)
(1 real change made)
(952 missing values generated)
(2 real changes made)
(15 real changes made)
(8 real changes made)
(5 real changes made)
(951 missing values generated)
(953 real changes made)
(952 missing values generated)
(2 real changes made)
(952 missing values generated)
(6 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(950 missing values generated)
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(11 real changes made)
(952 missing values generated)
(8 real changes made)
(952 missing values generated)
(17 real changes made)
(66 real changes made)
(24 real changes made)
(3 real changes made)
(951 missing values generated)
(953 real changes made)
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(11 real changes made)
(952 missing values generated)
(5 real changes made)
(65 real changes made)
(1 real change made)
(2 real changes made)
(951 missing values generated)
(953 real changes made)
(952 missing values generated)
(1 real change made)
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(2 real changes made)
(0 real changes made)
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(2 real changes made)
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(953 real changes made)
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(4 real changes made)
(22 real changes made)
(0 real changes made)
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(952 missing values generated)
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(1 real change made)
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(5 real changes made)
(1 real change made)
(3 real changes made)
(1 real change made)
(952 missing values generated)
(953 real changes made)
(952 missing values generated)
(10 real changes made)
(16 real changes made)
(7 real changes made)
(1 real change made)
(952 missing values generated)
(953 real changes made)
(952 missing values generated)
(4 real changes made)
(12 real changes made)
(2 real changes made)
(1 real change made)
(952 missing values generated)
(953 real changes made)
(952 missing values generated)
(2 real changes made)
(0 real changes made)
(1 real change made)
(1 real change made)
(375 observations deleted)
file patent files\spillover_pool_96.dta saved

    Result                           # of obs.
    -----------------------------------------
    not matched                         5,666
        from master                       834  (_merge==1)
        from using                      4,832  (_merge==2)

    matched                               898  (_merge==3)
    -----------------------------------------
(4832 observations deleted)
(834 missing values generated)
(834 missing values generated)
(898 missing values generated)
(1732 real changes made)
(1731 missing values generated)
(1731 missing values generated)
(1731 missing values generated)
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(1731 missing values generated)
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(1731 missing values generated)
(1731 missing values generated)
(1731 missing values generated)
(1731 missing values generated)
(1731 missing values generated)
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(898 real changes made)
(897 missing values generated)
(13 real changes made)
(7 real changes made)
(11 real changes made)
(1 real change made)
(893 missing values generated)
(898 real changes made)
(897 missing values generated)
(2 real changes made)
(897 missing values generated)
(24 real changes made)
(897 missing values generated)
(6 real changes made)
(897 missing values generated)
(8 real changes made)
(897 missing values generated)
(9 real changes made)
(110 real changes made)
(36 real changes made)
(5 real changes made)
(897 missing values generated)
(898 real changes made)
(897 missing values generated)
(28 real changes made)
(12 real changes made)
(24 real changes made)
(1 real change made)
(897 missing values generated)
(898 real changes made)
(897 missing values generated)
(28 real changes made)
(12 real changes made)
(24 real changes made)
(1 real change made)
(896 missing values generated)
(898 real changes made)
(897 missing values generated)
(4 real changes made)
(897 missing values generated)
(3 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(896 missing values generated)
(898 real changes made)
(897 missing values generated)
(1 real change made)
(897 missing values generated)
(2 real changes made)
(11 real changes made)
(1 real change made)
(2 real changes made)
(897 missing values generated)
(898 real changes made)
(897 missing values generated)
(7 real changes made)
(11 real changes made)
(5 real changes made)
(1 real change made)
(897 missing values generated)
(898 real changes made)
(897 missing values generated)
(5 real changes made)
(12 real changes made)
(3 real changes made)
(1 real change made)
(895 missing values generated)
(898 real changes made)
(897 missing values generated)
(6 real changes made)
(897 missing values generated)
(9 real changes made)
(897 missing values generated)
(10 real changes made)
(25 real changes made)
(10 real changes made)
(3 real changes made)
(896 missing values generated)
(898 real changes made)
(897 missing values generated)
(9 real changes made)
(897 missing values generated)
(2 real changes made)
(8 real changes made)
(0 real changes made)
(0 real changes made)
(897 missing values generated)
(898 real changes made)
(897 missing values generated)
(10 real changes made)
(50 real changes made)
(6 real changes made)
(1 real change made)
(897 missing values generated)
(898 real changes made)
(897 missing values generated)
(10 real changes made)
(5 real changes made)
(3 real changes made)
(1 real change made)
(896 missing values generated)
(898 real changes made)
(897 missing values generated)
(1 real change made)
(897 missing values generated)
(4 real changes made)
(25 real changes made)
(1 real change made)
(2 real changes made)
(896 missing values generated)
(898 real changes made)
(897 missing values generated)
(1 real change made)
(897 missing values generated)
(24 real changes made)
(35 real changes made)
(17 real changes made)
(2 real changes made)
(896 missing values generated)
(898 real changes made)
(897 missing values generated)
(1 real change made)
(897 missing values generated)
(24 real changes made)
(31 real changes made)
(19 real changes made)
(2 real changes made)
(896 missing values generated)
(898 real changes made)
(897 missing values generated)
(10 real changes made)
(897 missing values generated)
(17 real changes made)
(54 real changes made)
(2 real changes made)
(2 real changes made)
(897 missing values generated)
(898 real changes made)
(897 missing values generated)
(3 real changes made)
(5 real changes made)
(1 real change made)
(1 real change made)
(897 missing values generated)
(898 real changes made)
(897 missing values generated)
(1 real change made)
(19 real changes made)
(0 real changes made)
(0 real changes made)
(897 missing values generated)
(898 real changes made)
(897 missing values generated)
(5 real changes made)
(3 real changes made)
(0 real changes made)
(0 real changes made)
(894 missing values generated)
(898 real changes made)
(897 missing values generated)
(5 real changes made)
(897 missing values generated)
(1 real change made)
(897 missing values generated)
(4 real changes made)
(897 missing values generated)
(2 real changes made)
(17 real changes made)
(7 real changes made)
(4 real changes made)
(897 missing values generated)
(898 real changes made)
(897 missing values generated)
(3 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(896 missing values generated)
(898 real changes made)
(897 missing values generated)
(8 real changes made)
(897 missing values generated)
(10 real changes made)
(78 real changes made)
(12 real changes made)
(2 real changes made)
(896 missing values generated)
(898 real changes made)
(897 missing values generated)
(13 real changes made)
(897 missing values generated)
(5 real changes made)
(66 real changes made)
(1 real change made)
(2 real changes made)
(896 missing values generated)
(898 real changes made)
(897 missing values generated)
(1 real change made)
(897 missing values generated)
(2 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(897 missing values generated)
(898 real changes made)
(897 missing values generated)
(2 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(897 missing values generated)
(898 real changes made)
(897 missing values generated)
(5 real changes made)
(17 real changes made)
(0 real changes made)
(0 real changes made)
(897 missing values generated)
(898 real changes made)
(897 missing values generated)
(1 real change made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(897 missing values generated)
(898 real changes made)
(897 missing values generated)
(5 real changes made)
(1 real change made)
(3 real changes made)
(1 real change made)
(897 missing values generated)
(898 real changes made)
(897 missing values generated)
(9 real changes made)
(16 real changes made)
(7 real changes made)
(1 real change made)
(897 missing values generated)
(898 real changes made)
(897 missing values generated)
(5 real changes made)
(12 real changes made)
(2 real changes made)
(1 real change made)
(897 missing values generated)
(898 real changes made)
(897 missing values generated)
(2 real changes made)
(0 real changes made)
(1 real change made)
(1 real change made)
(342 observations deleted)
file patent files\spillover_pool_97.dta saved

    Result                           # of obs.
    -----------------------------------------
    not matched                         6,208
        from master                       898  (_merge==1)
        from using                      5,310  (_merge==2)

    matched                               918  (_merge==3)
    -----------------------------------------
(5310 observations deleted)
(898 missing values generated)
(898 missing values generated)
(918 missing values generated)
(1816 real changes made)
(1815 missing values generated)
(1815 missing values generated)
(1815 missing values generated)
(1815 missing values generated)
(1815 missing values generated)
(1815 missing values generated)
(1815 missing values generated)
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(1815 missing values generated)
(1815 missing values generated)
(1815 missing values generated)
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(1815 missing values generated)
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(1815 missing values generated)
(1815 missing values generated)
(1815 missing values generated)
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(1815 missing values generated)
(1815 missing values generated)
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(1815 missing values generated)
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(1815 missing values generated)
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(1815 missing values generated)
(1815 missing values generated)
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(1815 missing values generated)
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(1815 missing values generated)
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(1815 missing values generated)
(1815 missing values generated)
(1815 missing values generated)
(1815 missing values generated)
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(1815 missing values generated)
(1815 missing values generated)
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(1815 missing values generated)
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(1815 missing values generated)
(1815 missing values generated)
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(1815 missing values generated)
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(1815 missing values generated)
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(1815 missing values generated)
(1815 missing values generated)
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(1815 missing values generated)
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(1815 missing values generated)
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(1815 missing values generated)
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(1815 missing values generated)
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(1815 missing values generated)
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(1815 missing values generated)
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(1815 missing values generated)
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(1815 missing values generated)
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(1815 missing values generated)
(1815 missing values generated)
(1815 missing values generated)
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(5 real changes made)
(917 missing values generated)
(918 real changes made)
(917 missing values generated)
(2 real changes made)
(1 real change made)
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(12 real changes made)
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(3 real changes made)
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(4 real changes made)
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(1 real change made)
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(11 real changes made)
(5 real changes made)
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(918 real changes made)
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(2 real changes made)
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(8 real changes made)
(9 real changes made)
(5 real changes made)
(2 real changes made)
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(918 real changes made)
(917 missing values generated)
(4 real changes made)
(11 real changes made)
(2 real changes made)
(1 real change made)
(917 missing values generated)
(918 real changes made)
(917 missing values generated)
(26 real changes made)
(8 real changes made)
(22 real changes made)
(1 real change made)
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(918 real changes made)
(917 missing values generated)
(19 real changes made)
(38 real changes made)
(12 real changes made)
(1 real change made)
(915 missing values generated)
(918 real changes made)
(917 missing values generated)
(1 real change made)
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(9 real changes made)
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(0 real changes made)
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(1 real change made)
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(0 real changes made)
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(11 real changes made)
(137 real changes made)
(5 real changes made)
(1 real change made)
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(6 real changes made)
(21 real changes made)
(0 real changes made)
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(917 missing values generated)
(26 real changes made)
(8 real changes made)
(20 real changes made)
(1 real change made)
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(918 real changes made)
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(3 real changes made)
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(1 real change made)
(1 real change made)
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(918 real changes made)
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(12 real changes made)
(5 real changes made)
(0 real changes made)
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(19 real changes made)
(38 real changes made)
(12 real changes made)
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(4 real changes made)
(57 real changes made)
(15 real changes made)
(2 real changes made)
(917 missing values generated)
(918 real changes made)
(917 missing values generated)
(2 real changes made)
(1 real change made)
(1 real change made)
(1 real change made)
(915 missing values generated)
(918 real changes made)
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(5 real changes made)
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(10 real changes made)
(917 missing values generated)
(5 real changes made)
(31 real changes made)
(14 real changes made)
(3 real changes made)
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(917 missing values generated)
(9 real changes made)
(5 real changes made)
(5 real changes made)
(1 real change made)
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(918 real changes made)
(917 missing values generated)
(7 real changes made)
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(10 real changes made)
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(119 real changes made)
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(9 real changes made)
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(6 real changes made)
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(915 missing values generated)
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(26 real changes made)
(917 missing values generated)
(5 real changes made)
(72 real changes made)
(25 real changes made)
(3 real changes made)
(914 missing values generated)
(918 real changes made)
(917 missing values generated)
(6 real changes made)
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(19 real changes made)
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(917 missing values generated)
(2 real changes made)
(53 real changes made)
(8 real changes made)
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(1 real change made)
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(4 real changes made)
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(10 real changes made)
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(4 real changes made)
(3 real changes made)
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(917 missing values generated)
(20 real changes made)
(45 real changes made)
(4 real changes made)
(1 real change made)
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(918 real changes made)
(917 missing values generated)
(7 real changes made)
(1 real change made)
(1 real change made)
(1 real change made)
(915 missing values generated)
(918 real changes made)
(917 missing values generated)
(1 real change made)
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(6 real changes made)
(917 missing values generated)
(11 real changes made)
(6 real changes made)
(3 real changes made)
(3 real changes made)
(916 missing values generated)
(918 real changes made)
(917 missing values generated)
(1 real change made)
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(3 real changes made)
(8 real changes made)
(2 real changes made)
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(918 real changes made)
(917 missing values generated)
(17 real changes made)
(917 missing values generated)
(6 real changes made)
(917 missing values generated)
(1 real change made)
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(15 real changes made)
(33 real changes made)
(4 real changes made)
(4 real changes made)
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(918 real changes made)
(917 missing values generated)
(20 real changes made)
(27 real changes made)
(12 real changes made)
(1 real change made)
(917 missing values generated)
(918 real changes made)
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(5 real changes made)
(0 real changes made)
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(917 missing values generated)
(2 real changes made)
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(912 missing values generated)
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(12 real changes made)
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(4 real changes made)
(917 missing values generated)
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(5 real changes made)
(917 missing values generated)
(3 real changes made)
(14 real changes made)
(10 real changes made)
(6 real changes made)
(917 missing values generated)
(918 real changes made)
(917 missing values generated)
(12 real changes made)
(39 real changes made)
(2 real changes made)
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(7 real changes made)
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(15 real changes made)
(13 real changes made)
(2 real changes made)
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(918 real changes made)
(917 missing values generated)
(2 real changes made)
(917 missing values generated)
(25 real changes made)
(50 real changes made)
(16 real changes made)
(2 real changes made)
(915 missing values generated)
(918 real changes made)
(917 missing values generated)
(6 real changes made)
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(2 real changes made)
(44 real changes made)
(4 real changes made)
(3 real changes made)
(917 missing values generated)
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(917 missing values generated)
(5 real changes made)
(3 real changes made)
(0 real changes made)
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(913 missing values generated)
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(917 missing values generated)
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(917 missing values generated)
(19 real changes made)
(917 missing values generated)
(10 real changes made)
(116 real changes made)
(29 real changes made)
(5 real changes made)
(917 missing values generated)
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(917 missing values generated)
(26 real changes made)
(10 real changes made)
(22 real changes made)
(1 real change made)
(917 missing values generated)
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(917 missing values generated)
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(915 missing values generated)
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(915 missing values generated)
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(3 real changes made)
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(3 real changes made)
(0 real changes made)
(1 real change made)
(1 real change made)
(426 observations deleted)
file patent files\spillover_pool_98.dta saved

    Result                           # of obs.
    -----------------------------------------
    not matched                         6,223
        from master                       974  (_merge==1)
        from using                      5,249  (_merge==2)

    matched                               863  (_merge==3)
    -----------------------------------------
(5249 observations deleted)
(974 missing values generated)
(974 missing values generated)
(863 missing values generated)
(1837 real changes made)
(1836 missing values generated)
(1836 missing values generated)
(1836 missing values generated)
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(1836 missing values generated)
(1836 missing values generated)
(1836 missing values generated)
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(862 missing values generated)
(9 real changes made)
(29 real changes made)
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(3 real changes made)
(0 real changes made)
(0 real changes made)
(862 missing values generated)
(863 real changes made)
(862 missing values generated)
(10 real changes made)
(10 real changes made)
(4 real changes made)
(1 real change made)
(861 missing values generated)
(863 real changes made)
(862 missing values generated)
(1 real change made)
(862 missing values generated)
(10 real changes made)
(16 real changes made)
(6 real changes made)
(2 real changes made)
(862 missing values generated)
(863 real changes made)
(862 missing values generated)
(16 real changes made)
(35 real changes made)
(8 real changes made)
(1 real change made)
(862 missing values generated)
(863 real changes made)
(862 missing values generated)
(11 real changes made)
(5 real changes made)
(4 real changes made)
(1 real change made)
(861 missing values generated)
(863 real changes made)
(862 missing values generated)
(1 real change made)
(862 missing values generated)
(2 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(862 missing values generated)
(863 real changes made)
(862 missing values generated)
(2 real changes made)
(1 real change made)
(1 real change made)
(1 real change made)
(857 missing values generated)
(863 real changes made)
(862 missing values generated)
(2 real changes made)
(862 missing values generated)
(6 real changes made)
(862 missing values generated)
(13 real changes made)
(862 missing values generated)
(2 real changes made)
(862 missing values generated)
(16 real changes made)
(862 missing values generated)
(17 real changes made)
(47 real changes made)
(15 real changes made)
(6 real changes made)
(862 missing values generated)
(863 real changes made)
(862 missing values generated)
(3 real changes made)
(1 real change made)
(1 real change made)
(1 real change made)
(860 missing values generated)
(863 real changes made)
(862 missing values generated)
(9 real changes made)
(862 missing values generated)
(5 real changes made)
(862 missing values generated)
(6 real changes made)
(29 real changes made)
(14 real changes made)
(3 real changes made)
(862 missing values generated)
(863 real changes made)
(862 missing values generated)
(7 real changes made)
(7 real changes made)
(4 real changes made)
(1 real change made)
(862 missing values generated)
(863 real changes made)
(862 missing values generated)
(3 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(862 missing values generated)
(863 real changes made)
(862 missing values generated)
(4 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(862 missing values generated)
(863 real changes made)
(862 missing values generated)
(16 real changes made)
(114 real changes made)
(9 real changes made)
(1 real change made)
(861 missing values generated)
(863 real changes made)
(862 missing values generated)
(7 real changes made)
(862 missing values generated)
(6 real changes made)
(9 real changes made)
(7 real changes made)
(2 real changes made)
(860 missing values generated)
(863 real changes made)
(862 missing values generated)
(3 real changes made)
(862 missing values generated)
(6 real changes made)
(862 missing values generated)
(2 real changes made)
(14 real changes made)
(5 real changes made)
(3 real changes made)
(859 missing values generated)
(863 real changes made)
(862 missing values generated)
(8 real changes made)
(862 missing values generated)
(24 real changes made)
(862 missing values generated)
(3 real changes made)
(862 missing values generated)
(4 real changes made)
(65 real changes made)
(25 real changes made)
(4 real changes made)
(859 missing values generated)
(863 real changes made)
(862 missing values generated)
(7 real changes made)
(862 missing values generated)
(2 real changes made)
(862 missing values generated)
(16 real changes made)
(862 missing values generated)
(1 real change made)
(51 real changes made)
(7 real changes made)
(4 real changes made)
(860 missing values generated)
(863 real changes made)
(862 missing values generated)
(13 real changes made)
(862 missing values generated)
(1 real change made)
(862 missing values generated)
(8 real changes made)
(51 real changes made)
(2 real changes made)
(3 real changes made)
(862 missing values generated)
(863 real changes made)
(862 missing values generated)
(2 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(860 missing values generated)
(863 real changes made)
(862 missing values generated)
(6 real changes made)
(862 missing values generated)
(7 real changes made)
(862 missing values generated)
(2 real changes made)
(5 real changes made)
(2 real changes made)
(3 real changes made)
(862 missing values generated)
(863 real changes made)
(862 missing values generated)
(19 real changes made)
(42 real changes made)
(4 real changes made)
(1 real change made)
(860 missing values generated)
(863 real changes made)
(862 missing values generated)
(6 real changes made)
(862 missing values generated)
(5 real changes made)
(862 missing values generated)
(17 real changes made)
(1 real change made)
(1 real change made)
(3 real changes made)
(857 missing values generated)
(863 real changes made)
(862 missing values generated)
(12 real changes made)
(862 missing values generated)
(5 real changes made)
(862 missing values generated)
(9 real changes made)
(862 missing values generated)
(1 real change made)
(862 missing values generated)
(9 real changes made)
(862 missing values generated)
(7 real changes made)
(7 real changes made)
(3 real changes made)
(6 real changes made)
(861 missing values generated)
(863 real changes made)
(862 missing values generated)
(4 real changes made)
(862 missing values generated)
(1 real change made)
(5 real changes made)
(3 real changes made)
(2 real changes made)
(859 missing values generated)
(863 real changes made)
(862 missing values generated)
(8 real changes made)
(862 missing values generated)
(10 real changes made)
(862 missing values generated)
(17 real changes made)
(862 missing values generated)
(1 real change made)
(30 real changes made)
(5 real changes made)
(4 real changes made)
(862 missing values generated)
(863 real changes made)
(862 missing values generated)
(1 real change made)
(3 real changes made)
(0 real changes made)
(0 real changes made)
(862 missing values generated)
(863 real changes made)
(862 missing values generated)
(3 real changes made)
(3 real changes made)
(1 real change made)
(1 real change made)
(862 missing values generated)
(863 real changes made)
(862 missing values generated)
(19 real changes made)
(29 real changes made)
(10 real changes made)
(1 real change made)
(861 missing values generated)
(863 real changes made)
(862 missing values generated)
(1 real change made)
(862 missing values generated)
(2 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(862 missing values generated)
(863 real changes made)
(862 missing values generated)
(11 real changes made)
(40 real changes made)
(2 real changes made)
(1 real change made)
(861 missing values generated)
(863 real changes made)
(862 missing values generated)
(17 real changes made)
(862 missing values generated)
(6 real changes made)
(12 real changes made)
(2 real changes made)
(2 real changes made)
(861 missing values generated)
(863 real changes made)
(862 missing values generated)
(2 real changes made)
(862 missing values generated)
(23 real changes made)
(45 real changes made)
(14 real changes made)
(2 real changes made)
(860 missing values generated)
(863 real changes made)
(862 missing values generated)
(6 real changes made)
(862 missing values generated)
(2 real changes made)
(862 missing values generated)
(1 real change made)
(38 real changes made)
(4 real changes made)
(3 real changes made)
(859 missing values generated)
(863 real changes made)
(862 missing values generated)
(5 real changes made)
(862 missing values generated)
(7 real changes made)
(862 missing values generated)
(9 real changes made)
(862 missing values generated)
(2 real changes made)
(116 real changes made)
(16 real changes made)
(4 real changes made)
(862 missing values generated)
(863 real changes made)
(862 missing values generated)
(24 real changes made)
(13 real changes made)
(20 real changes made)
(1 real change made)
(860 missing values generated)
(863 real changes made)
(862 missing values generated)
(3 real changes made)
(862 missing values generated)
(1 real change made)
(862 missing values generated)
(4 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(860 missing values generated)
(863 real changes made)
(862 missing values generated)
(2 real changes made)
(862 missing values generated)
(4 real changes made)
(862 missing values generated)
(2 real changes made)
(10 real changes made)
(1 real change made)
(3 real changes made)
(861 missing values generated)
(863 real changes made)
(862 missing values generated)
(10 real changes made)
(862 missing values generated)
(7 real changes made)
(10 real changes made)
(4 real changes made)
(2 real changes made)
(860 missing values generated)
(863 real changes made)
(862 missing values generated)
(7 real changes made)
(862 missing values generated)
(5 real changes made)
(862 missing values generated)
(13 real changes made)
(14 real changes made)
(2 real changes made)
(3 real changes made)
(861 missing values generated)
(863 real changes made)
(862 missing values generated)
(2 real changes made)
(862 missing values generated)
(19 real changes made)
(38 real changes made)
(1 real change made)
(2 real changes made)
(860 missing values generated)
(863 real changes made)
(862 missing values generated)
(2 real changes made)
(862 missing values generated)
(8 real changes made)
(862 missing values generated)
(16 real changes made)
(8 real changes made)
(1 real change made)
(3 real changes made)
(861 missing values generated)
(863 real changes made)
(862 missing values generated)
(9 real changes made)
(862 missing values generated)
(7 real changes made)
(34 real changes made)
(9 real changes made)
(2 real changes made)
(862 missing values generated)
(863 real changes made)
(862 missing values generated)
(9 real changes made)
(3 real changes made)
(2 real changes made)
(1 real change made)
(861 missing values generated)
(863 real changes made)
(862 missing values generated)
(1 real change made)
(862 missing values generated)
(6 real changes made)
(28 real changes made)
(1 real change made)
(2 real changes made)
(861 missing values generated)
(863 real changes made)
(862 missing values generated)
(1 real change made)
(862 missing values generated)
(23 real changes made)
(33 real changes made)
(16 real changes made)
(2 real changes made)
(862 missing values generated)
(863 real changes made)
(862 missing values generated)
(2 real changes made)
(14 real changes made)
(0 real changes made)
(0 real changes made)
(862 missing values generated)
(863 real changes made)
(862 missing values generated)
(5 real changes made)
(4 real changes made)
(0 real changes made)
(0 real changes made)
(858 missing values generated)
(863 real changes made)
(862 missing values generated)
(2 real changes made)
(862 missing values generated)
(2 real changes made)
(862 missing values generated)
(1 real change made)
(862 missing values generated)
(3 real changes made)
(862 missing values generated)
(1 real change made)
(13 real changes made)
(4 real changes made)
(5 real changes made)
(862 missing values generated)
(863 real changes made)
(862 missing values generated)
(2 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(861 missing values generated)
(863 real changes made)
(862 missing values generated)
(2 real changes made)
(862 missing values generated)
(1 real change made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(861 missing values generated)
(863 real changes made)
(862 missing values generated)
(2 real changes made)
(862 missing values generated)
(13 real changes made)
(0 real changes made)
(0 real changes made)
(0 real changes made)
(859 missing values generated)
(863 real changes made)
(862 missing values generated)
(2 real changes made)
(862 missing values generated)
(1 real change made)
(862 missing values generated)
(11 real changes made)
(862 missing values generated)
(1 real change made)
(2 real changes made)
(0 real changes made)
(0 real changes made)
(862 missing values generated)
(863 real changes made)
(862 missing values generated)
(9 real changes made)
(15 real changes made)
(7 real changes made)
(1 real change made)
(861 missing values generated)
(863 real changes made)
(862 missing values generated)
(5 real changes made)
(862 missing values generated)
(10 real changes made)
(11 real changes made)
(2 real changes made)
(2 real changes made)
(862 missing values generated)
(863 real changes made)
(862 missing values generated)
(4 real changes made)
(0 real changes made)
(1 real change made)
(1 real change made)
(447 observations deleted)
file patent files\spillover_pool_99.dta saved

. 
. 
. 
. forvalues z=86/99 {
  2. use "patent files\spillover_pool_`z'.dta", clear
  3. keep SIC S Sa year T cusip ticker numpatentsy claimsy avclaims
  4. save "patent files\spillover_pool_`z'_red.dta", replace
  5. }
file patent files\spillover_pool_86_red.dta saved
file patent files\spillover_pool_87_red.dta saved
file patent files\spillover_pool_88_red.dta saved
file patent files\spillover_pool_89_red.dta saved
file patent files\spillover_pool_90_red.dta saved
file patent files\spillover_pool_91_red.dta saved
file patent files\spillover_pool_92_red.dta saved
file patent files\spillover_pool_93_red.dta saved
file patent files\spillover_pool_94_red.dta saved
file patent files\spillover_pool_95_red.dta saved
file patent files\spillover_pool_96_red.dta saved
file patent files\spillover_pool_97_red.dta saved
file patent files\spillover_pool_98_red.dta saved
file patent files\spillover_pool_99_red.dta saved

. 
. use "patent files\spillover_pool_86_red.dta", clear

. forvalues z=87/99 {
  2. append using "patent files\spillover_pool_`z'_red.dta"
  3. }

. 
. *gen S=.
. *forvalues z=86/87 {
. *replace S=S`z' if S`z'~=.
. *drop S`z'
. *}
. 
. label var S  "spillover variable with sic specific rd, patents"

. label var Sa "spillover variable with aggregated rd, patents"

. 
. 
. so ticker year

. save "patent files\spillover_pool_panel.dta", replace
file patent files\spillover_pool_panel.dta saved

. 
. keep ticker year SIC cusip S Sa numpatentsy claimsy avclaims 

. so cusip year 

. order cusip ticker year

. 
. desc

Contains data from patent files\spillover_pool_panel.dta
  obs:         8,825                          
 vars:             9                          19 Dec 2014 21:48
 size:       379,475                          
-------------------------------------------------------------------------------------------------------------------------------
              storage   display    value
variable name   type    format     label      variable label
-------------------------------------------------------------------------------------------------------------------------------
cusip           str9    %9s                   9-digit cusip from compustat
ticker          str8    %9s                   Ticker Symbol
year            float   %10.0g                calender year
numpatentsy     float   %9.0g                 number of patents in a certain year
claimsy         float   %9.0g                 sum of claims in a certain year
avclaims        float   %9.0g                 claimsy divided by numpatentsy
SIC             int     %10.0g                SIC Code (Primary)
S               float   %9.0g                 spillover variable with sic specific rd, patents
Sa              float   %9.0g                 spillover variable with aggregated rd, patents
-------------------------------------------------------------------------------------------------------------------------------
Sorted by:  cusip  year
     Note:  dataset has changed since last saved

. 
. save "patentvars.dta", replace
file patentvars.dta saved

. 
. 
. 
. ********************************
. * This resulting data set contains various data on patents and the new variable S.
. * It may now be merged with the whole compustat database.
. *******************************
. 
. log close
      name:  <unnamed>
       log:  E:\REStat_MS14767_Vol96(2)\Data preparation Compustat segment\10_patentvars.log
  log type:  text
 closed on:  19 Dec 2014, 21:48:42
-------------------------------------------------------------------------------------------------------------------------------
